Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 73
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]
Code Context


        trigger_error($message, E_USER_DEPRECATED);

    }
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 73
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.'
$stackFrame = (int) 1
$trace = [
	(int) 0 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php',
		'line' => (int) 2421,
		'function' => 'deprecationWarning',
		'args' => [
			(int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.'
		]
	],
	(int) 1 => [
		'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
		'line' => (int) 73,
		'function' => 'offsetGet',
		'class' => 'Cake\Http\ServerRequest',
		'object' => object(Cake\Http\ServerRequest) {},
		'type' => '->',
		'args' => [
			(int) 0 => 'catslug'
		]
	],
	(int) 2 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php',
		'line' => (int) 610,
		'function' => 'printArticle',
		'class' => 'App\Controller\ArtileDetailController',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 3 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 120,
		'function' => 'invokeAction',
		'class' => 'Cake\Controller\Controller',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 4 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 94,
		'function' => '_invoke',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(App\Controller\ArtileDetailController) {}
		]
	],
	(int) 5 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php',
		'line' => (int) 235,
		'function' => 'dispatch',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 6 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Http\BaseApplication',
		'object' => object(App\Application) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 7 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php',
		'line' => (int) 162,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 8 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\RoutingMiddleware',
		'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 9 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php',
		'line' => (int) 88,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 10 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\AssetMiddleware',
		'object' => object(Cake\Routing\Middleware\AssetMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 11 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php',
		'line' => (int) 96,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 12 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware',
		'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 13 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 51,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 14 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php',
		'line' => (int) 98,
		'function' => 'run',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\MiddlewareQueue) {},
			(int) 1 => object(Cake\Http\ServerRequest) {},
			(int) 2 => object(Cake\Http\Response) {}
		]
	],
	(int) 15 => [
		'file' => '/home/brlfuser/public_html/webroot/index.php',
		'line' => (int) 39,
		'function' => 'run',
		'class' => 'Cake\Http\Server',
		'object' => object(Cake\Http\Server) {},
		'type' => '->',
		'args' => []
	]
]
$frame = [
	'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
	'line' => (int) 73,
	'function' => 'offsetGet',
	'class' => 'Cake\Http\ServerRequest',
	'object' => object(Cake\Http\ServerRequest) {
		trustProxy => false
		[protected] params => [
			[maximum depth reached]
		]
		[protected] data => [[maximum depth reached]]
		[protected] query => [[maximum depth reached]]
		[protected] cookies => [
			[maximum depth reached]
		]
		[protected] _environment => [
			[maximum depth reached]
		]
		[protected] url => 'latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195/print'
		[protected] base => ''
		[protected] webroot => '/'
		[protected] here => '/latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195/print'
		[protected] trustedProxies => [[maximum depth reached]]
		[protected] _input => null
		[protected] _detectors => [
			[maximum depth reached]
		]
		[protected] _detectorCache => [
			[maximum depth reached]
		]
		[protected] stream => object(Zend\Diactoros\PhpInputStream) {}
		[protected] uri => object(Zend\Diactoros\Uri) {}
		[protected] session => object(Cake\Http\Session) {}
		[protected] attributes => [[maximum depth reached]]
		[protected] emulatedAttributes => [
			[maximum depth reached]
		]
		[protected] uploadedFiles => [[maximum depth reached]]
		[protected] protocol => null
		[protected] requestTarget => null
		[private] deprecatedProperties => [
			[maximum depth reached]
		]
	},
	'type' => '->',
	'args' => [
		(int) 0 => 'catslug'
	]
]
deprecationWarning - CORE/src/Core/functions.php, line 311
Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421
App\Controller\ArtileDetailController::printArticle() - APP/Controller/ArtileDetailController.php, line 73
Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51
Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98

Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 74
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]
Code Context


        trigger_error($message, E_USER_DEPRECATED);

    }
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 74
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.'
$stackFrame = (int) 1
$trace = [
	(int) 0 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php',
		'line' => (int) 2421,
		'function' => 'deprecationWarning',
		'args' => [
			(int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.'
		]
	],
	(int) 1 => [
		'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
		'line' => (int) 74,
		'function' => 'offsetGet',
		'class' => 'Cake\Http\ServerRequest',
		'object' => object(Cake\Http\ServerRequest) {},
		'type' => '->',
		'args' => [
			(int) 0 => 'artileslug'
		]
	],
	(int) 2 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php',
		'line' => (int) 610,
		'function' => 'printArticle',
		'class' => 'App\Controller\ArtileDetailController',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 3 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 120,
		'function' => 'invokeAction',
		'class' => 'Cake\Controller\Controller',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 4 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 94,
		'function' => '_invoke',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(App\Controller\ArtileDetailController) {}
		]
	],
	(int) 5 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php',
		'line' => (int) 235,
		'function' => 'dispatch',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 6 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Http\BaseApplication',
		'object' => object(App\Application) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 7 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php',
		'line' => (int) 162,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 8 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\RoutingMiddleware',
		'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 9 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php',
		'line' => (int) 88,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 10 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\AssetMiddleware',
		'object' => object(Cake\Routing\Middleware\AssetMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 11 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php',
		'line' => (int) 96,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 12 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware',
		'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 13 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 51,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 14 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php',
		'line' => (int) 98,
		'function' => 'run',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\MiddlewareQueue) {},
			(int) 1 => object(Cake\Http\ServerRequest) {},
			(int) 2 => object(Cake\Http\Response) {}
		]
	],
	(int) 15 => [
		'file' => '/home/brlfuser/public_html/webroot/index.php',
		'line' => (int) 39,
		'function' => 'run',
		'class' => 'Cake\Http\Server',
		'object' => object(Cake\Http\Server) {},
		'type' => '->',
		'args' => []
	]
]
$frame = [
	'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
	'line' => (int) 74,
	'function' => 'offsetGet',
	'class' => 'Cake\Http\ServerRequest',
	'object' => object(Cake\Http\ServerRequest) {
		trustProxy => false
		[protected] params => [
			[maximum depth reached]
		]
		[protected] data => [[maximum depth reached]]
		[protected] query => [[maximum depth reached]]
		[protected] cookies => [
			[maximum depth reached]
		]
		[protected] _environment => [
			[maximum depth reached]
		]
		[protected] url => 'latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195/print'
		[protected] base => ''
		[protected] webroot => '/'
		[protected] here => '/latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195/print'
		[protected] trustedProxies => [[maximum depth reached]]
		[protected] _input => null
		[protected] _detectors => [
			[maximum depth reached]
		]
		[protected] _detectorCache => [
			[maximum depth reached]
		]
		[protected] stream => object(Zend\Diactoros\PhpInputStream) {}
		[protected] uri => object(Zend\Diactoros\Uri) {}
		[protected] session => object(Cake\Http\Session) {}
		[protected] attributes => [[maximum depth reached]]
		[protected] emulatedAttributes => [
			[maximum depth reached]
		]
		[protected] uploadedFiles => [[maximum depth reached]]
		[protected] protocol => null
		[protected] requestTarget => null
		[private] deprecatedProperties => [
			[maximum depth reached]
		]
	},
	'type' => '->',
	'args' => [
		(int) 0 => 'artileslug'
	]
]
deprecationWarning - CORE/src/Core/functions.php, line 311
Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421
App\Controller\ArtileDetailController::printArticle() - APP/Controller/ArtileDetailController.php, line 74
Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51
Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98

Warning (512): Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853 [CORE/src/Http/ResponseEmitter.php, line 48]
Code Context
            if (Configure::read('debug')) {

                trigger_error($message, E_USER_WARNING);

            } else {
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
        "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
    <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-trace').style.display = (document.getElementById('cakeErr6804541370ea4-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr6804541370ea4-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-code').style.display = (document.getElementById('cakeErr6804541370ea4-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-context').style.display = (document.getElementById('cakeErr6804541370ea4-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr6804541370ea4-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700">&lt;</span><span style="color: #0000BB">head</span><span style="color: #007700">&gt;
</span></span></code>
<span class="code-highlight"><code><span style="color: #000000">&nbsp;&nbsp;&nbsp;&nbsp;&lt;link&nbsp;rel="canonical"&nbsp;href="<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">);&nbsp;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">category</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">slug</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>/<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">seo_url</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>.html"/&gt;
</span></code></span>
<code><span style="color: #000000"><span style="color: #0000BB">&nbsp;&nbsp;&nbsp;&nbsp;</span><span style="color: #007700">&lt;</span><span style="color: #0000BB">meta&nbsp;http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type"&nbsp;</span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html;&nbsp;charset=utf-8"</span><span style="color: #007700">/&gt;
</span></span></code></pre><pre id="cakeErr6804541370ea4-context" class="cake-context" style="display: none;">$viewFile = &#039;/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp&#039;
$dataForView = [
	&#039;article_current&#039; =&gt; object(App\Model\Entity\Article) {

		&#039;id&#039; =&gt; (int) 40062,
		&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
		&#039;subheading&#039; =&gt; &#039;&#039;,
		&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
		&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
		&#039;article_img&#039; =&gt; &#039;&#039;,
		&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
		&#039;status&#039; =&gt; (int) 1,
		&#039;show_on_home&#039; =&gt; (int) 1,
		&#039;lang&#039; =&gt; &#039;EN&#039;,
		&#039;category_id&#039; =&gt; (int) 16,
		&#039;tag_keyword&#039; =&gt; &#039;&#039;,
		&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
		&#039;meta_title&#039; =&gt; null,
		&#039;meta_keywords&#039; =&gt; null,
		&#039;meta_description&#039; =&gt; null,
		&#039;noindex&#039; =&gt; (int) 0,
		&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
		&#039;most_visit_section_id&#039; =&gt; null,
		&#039;article_big_img&#039; =&gt; null,
		&#039;liveid&#039; =&gt; (int) 4688195,
		&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;edate&#039; =&gt; &#039;&#039;,
		&#039;tags&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
		&#039;[new]&#039; =&gt; false,
		&#039;[accessible]&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;[dirty]&#039; =&gt; [[maximum depth reached]],
		&#039;[original]&#039; =&gt; [[maximum depth reached]],
		&#039;[virtual]&#039; =&gt; [[maximum depth reached]],
		&#039;[hasErrors]&#039; =&gt; false,
		&#039;[errors]&#039; =&gt; [[maximum depth reached]],
		&#039;[invalid]&#039; =&gt; [[maximum depth reached]],
		&#039;[repository]&#039; =&gt; &#039;Articles&#039;
	
	},
	&#039;articleid&#039; =&gt; (int) 40062,
	&#039;metaTitle&#039; =&gt; &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;metaKeywords&#039; =&gt; &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;,
	&#039;metaDesc&#039; =&gt; &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;,
	&#039;disp&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;,
	&#039;lang&#039; =&gt; &#039;English&#039;,
	&#039;SITE_URL&#039; =&gt; &#039;https://im4change.in/&#039;,
	&#039;site_title&#039; =&gt; &#039;im4change&#039;,
	&#039;adminprix&#039; =&gt; &#039;admin&#039;
]
$article_current = object(App\Model\Entity\Article) {

	&#039;id&#039; =&gt; (int) 40062,
	&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;subheading&#039; =&gt; &#039;&#039;,
	&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
	&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
	&#039;article_img&#039; =&gt; &#039;&#039;,
	&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
	&#039;status&#039; =&gt; (int) 1,
	&#039;show_on_home&#039; =&gt; (int) 1,
	&#039;lang&#039; =&gt; &#039;EN&#039;,
	&#039;category_id&#039; =&gt; (int) 16,
	&#039;tag_keyword&#039; =&gt; &#039;&#039;,
	&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
	&#039;meta_title&#039; =&gt; null,
	&#039;meta_keywords&#039; =&gt; null,
	&#039;meta_description&#039; =&gt; null,
	&#039;noindex&#039; =&gt; (int) 0,
	&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
	&#039;most_visit_section_id&#039; =&gt; null,
	&#039;article_big_img&#039; =&gt; null,
	&#039;liveid&#039; =&gt; (int) 4688195,
	&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;edate&#039; =&gt; &#039;&#039;,
	&#039;tags&#039; =&gt; [
		(int) 0 =&gt; object(Cake\ORM\Entity) {},
		(int) 1 =&gt; object(Cake\ORM\Entity) {},
		(int) 2 =&gt; object(Cake\ORM\Entity) {},
		(int) 3 =&gt; object(Cake\ORM\Entity) {}
	],
	&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
	&#039;[new]&#039; =&gt; false,
	&#039;[accessible]&#039; =&gt; [
		&#039;*&#039; =&gt; true,
		&#039;id&#039; =&gt; false
	],
	&#039;[dirty]&#039; =&gt; [],
	&#039;[original]&#039; =&gt; [],
	&#039;[virtual]&#039; =&gt; [],
	&#039;[hasErrors]&#039; =&gt; false,
	&#039;[errors]&#039; =&gt; [],
	&#039;[invalid]&#039; =&gt; [],
	&#039;[repository]&#039; =&gt; &#039;Articles&#039;

}
$articleid = (int) 40062
$metaTitle = &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;
$metaKeywords = &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;
$metaDesc = &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;
$disp = &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;
$lang = &#039;English&#039;
$SITE_URL = &#039;https://im4change.in/&#039;
$site_title = &#039;im4change&#039;
$adminprix = &#039;admin&#039;</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8
Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413
Cake\View\View::_render() - CORE/src/View/View.php, line 1374
Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927
Cake\View\View::render() - CORE/src/View/View.php, line 885
Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195.html"/>
    <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
    <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css"
          media="all"/>
    <title>LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil | Im4change.org</title>
    <meta name="description" content="
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places..."/>
    <script src="https://im4change.in/js/jquery-1.10.2.js"></script>
    <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script>
    <script language="javascript" type="text/javascript">

        $(document).ready(function () {
            var img = $("img")[0]; // Get my img elem
            var pic_real_width, pic_real_height;
            $("<img/>") // Make in memory copy of image to avoid css issues
                .attr("src", $(img).attr("src"))
                .load(function () {
                    pic_real_width = this.width;   // Note: $(this).width() will not
                    pic_real_height = this.height; // work for in memory images.
                });
        });
    </script>
    <style type="text/css">
        @media screen {
            div.divFooter {
                display: block;
            }
        }

        @media print {
            .printbutton {
                display: none !important;
            }
        }
    </style>
</head>
<body>
<table cellpadding="0" cellspacing="0" border="0" width="98%" align="center">
    <tr>
        <td class="top_bg">
            <div class="divFooter">
                <img src="https://im4change.in/images/logo1.jpg" height="59" border="0"
                     alt="Resource centre on India's rural distress" style="padding-top:14px;"/>
            </div>

        </td>
    </tr>
    <tr>
        <td id="topspace">&nbsp;</td>
    </tr>

    <tr id="topspace">
        <td>&nbsp;</td>
    </tr>
    <tr>
        <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>

    <tr>
        <td width="100%">
            <h1 class="news_headlines" style="font-style:normal">
                <strong>Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil</strong></h1>
        </td>
    </tr>
    <tr>
        <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3">
                <div align="justify">-Down to Earth<br /><br /><em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br /></em><br />The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br /><br />The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br /><br />&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br /><br />&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br /><br />Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br /><br />Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br /><br />Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8" title="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br /></div>               </font>
        </td>
    </tr>
    <tr>
        <td>&nbsp;</td>
    </tr>

    <tr>
        <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>
</table></body>
</html>'

}
$maxBufferLength = (int) 8192
$file = '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php'
$line = (int) 853
$message = 'Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853'
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 48
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

Warning (2): Cannot modify header information - headers already sent by (output started at /home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php:853) [CORE/src/Http/ResponseEmitter.php, line 148]
Code Context
            $response->getStatusCode(),

            ($reasonPhrase ? ' ' . $reasonPhrase : '')

        ));
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
        "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
    <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-trace').style.display = (document.getElementById('cakeErr6804541370ea4-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr6804541370ea4-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-code').style.display = (document.getElementById('cakeErr6804541370ea4-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-context').style.display = (document.getElementById('cakeErr6804541370ea4-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr6804541370ea4-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700">&lt;</span><span style="color: #0000BB">head</span><span style="color: #007700">&gt;
</span></span></code>
<span class="code-highlight"><code><span style="color: #000000">&nbsp;&nbsp;&nbsp;&nbsp;&lt;link&nbsp;rel="canonical"&nbsp;href="<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">);&nbsp;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">category</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">slug</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>/<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">seo_url</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>.html"/&gt;
</span></code></span>
<code><span style="color: #000000"><span style="color: #0000BB">&nbsp;&nbsp;&nbsp;&nbsp;</span><span style="color: #007700">&lt;</span><span style="color: #0000BB">meta&nbsp;http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type"&nbsp;</span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html;&nbsp;charset=utf-8"</span><span style="color: #007700">/&gt;
</span></span></code></pre><pre id="cakeErr6804541370ea4-context" class="cake-context" style="display: none;">$viewFile = &#039;/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp&#039;
$dataForView = [
	&#039;article_current&#039; =&gt; object(App\Model\Entity\Article) {

		&#039;id&#039; =&gt; (int) 40062,
		&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
		&#039;subheading&#039; =&gt; &#039;&#039;,
		&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
		&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
		&#039;article_img&#039; =&gt; &#039;&#039;,
		&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
		&#039;status&#039; =&gt; (int) 1,
		&#039;show_on_home&#039; =&gt; (int) 1,
		&#039;lang&#039; =&gt; &#039;EN&#039;,
		&#039;category_id&#039; =&gt; (int) 16,
		&#039;tag_keyword&#039; =&gt; &#039;&#039;,
		&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
		&#039;meta_title&#039; =&gt; null,
		&#039;meta_keywords&#039; =&gt; null,
		&#039;meta_description&#039; =&gt; null,
		&#039;noindex&#039; =&gt; (int) 0,
		&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
		&#039;most_visit_section_id&#039; =&gt; null,
		&#039;article_big_img&#039; =&gt; null,
		&#039;liveid&#039; =&gt; (int) 4688195,
		&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;edate&#039; =&gt; &#039;&#039;,
		&#039;tags&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
		&#039;[new]&#039; =&gt; false,
		&#039;[accessible]&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;[dirty]&#039; =&gt; [[maximum depth reached]],
		&#039;[original]&#039; =&gt; [[maximum depth reached]],
		&#039;[virtual]&#039; =&gt; [[maximum depth reached]],
		&#039;[hasErrors]&#039; =&gt; false,
		&#039;[errors]&#039; =&gt; [[maximum depth reached]],
		&#039;[invalid]&#039; =&gt; [[maximum depth reached]],
		&#039;[repository]&#039; =&gt; &#039;Articles&#039;
	
	},
	&#039;articleid&#039; =&gt; (int) 40062,
	&#039;metaTitle&#039; =&gt; &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;metaKeywords&#039; =&gt; &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;,
	&#039;metaDesc&#039; =&gt; &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;,
	&#039;disp&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;,
	&#039;lang&#039; =&gt; &#039;English&#039;,
	&#039;SITE_URL&#039; =&gt; &#039;https://im4change.in/&#039;,
	&#039;site_title&#039; =&gt; &#039;im4change&#039;,
	&#039;adminprix&#039; =&gt; &#039;admin&#039;
]
$article_current = object(App\Model\Entity\Article) {

	&#039;id&#039; =&gt; (int) 40062,
	&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;subheading&#039; =&gt; &#039;&#039;,
	&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
	&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
	&#039;article_img&#039; =&gt; &#039;&#039;,
	&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
	&#039;status&#039; =&gt; (int) 1,
	&#039;show_on_home&#039; =&gt; (int) 1,
	&#039;lang&#039; =&gt; &#039;EN&#039;,
	&#039;category_id&#039; =&gt; (int) 16,
	&#039;tag_keyword&#039; =&gt; &#039;&#039;,
	&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
	&#039;meta_title&#039; =&gt; null,
	&#039;meta_keywords&#039; =&gt; null,
	&#039;meta_description&#039; =&gt; null,
	&#039;noindex&#039; =&gt; (int) 0,
	&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
	&#039;most_visit_section_id&#039; =&gt; null,
	&#039;article_big_img&#039; =&gt; null,
	&#039;liveid&#039; =&gt; (int) 4688195,
	&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;edate&#039; =&gt; &#039;&#039;,
	&#039;tags&#039; =&gt; [
		(int) 0 =&gt; object(Cake\ORM\Entity) {},
		(int) 1 =&gt; object(Cake\ORM\Entity) {},
		(int) 2 =&gt; object(Cake\ORM\Entity) {},
		(int) 3 =&gt; object(Cake\ORM\Entity) {}
	],
	&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
	&#039;[new]&#039; =&gt; false,
	&#039;[accessible]&#039; =&gt; [
		&#039;*&#039; =&gt; true,
		&#039;id&#039; =&gt; false
	],
	&#039;[dirty]&#039; =&gt; [],
	&#039;[original]&#039; =&gt; [],
	&#039;[virtual]&#039; =&gt; [],
	&#039;[hasErrors]&#039; =&gt; false,
	&#039;[errors]&#039; =&gt; [],
	&#039;[invalid]&#039; =&gt; [],
	&#039;[repository]&#039; =&gt; &#039;Articles&#039;

}
$articleid = (int) 40062
$metaTitle = &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;
$metaKeywords = &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;
$metaDesc = &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;
$disp = &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;
$lang = &#039;English&#039;
$SITE_URL = &#039;https://im4change.in/&#039;
$site_title = &#039;im4change&#039;
$adminprix = &#039;admin&#039;</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8
Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413
Cake\View\View::_render() - CORE/src/View/View.php, line 1374
Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927
Cake\View\View::render() - CORE/src/View/View.php, line 885
Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195.html"/>
    <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
    <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css"
          media="all"/>
    <title>LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil | Im4change.org</title>
    <meta name="description" content="
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places..."/>
    <script src="https://im4change.in/js/jquery-1.10.2.js"></script>
    <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script>
    <script language="javascript" type="text/javascript">

        $(document).ready(function () {
            var img = $("img")[0]; // Get my img elem
            var pic_real_width, pic_real_height;
            $("<img/>") // Make in memory copy of image to avoid css issues
                .attr("src", $(img).attr("src"))
                .load(function () {
                    pic_real_width = this.width;   // Note: $(this).width() will not
                    pic_real_height = this.height; // work for in memory images.
                });
        });
    </script>
    <style type="text/css">
        @media screen {
            div.divFooter {
                display: block;
            }
        }

        @media print {
            .printbutton {
                display: none !important;
            }
        }
    </style>
</head>
<body>
<table cellpadding="0" cellspacing="0" border="0" width="98%" align="center">
    <tr>
        <td class="top_bg">
            <div class="divFooter">
                <img src="https://im4change.in/images/logo1.jpg" height="59" border="0"
                     alt="Resource centre on India's rural distress" style="padding-top:14px;"/>
            </div>

        </td>
    </tr>
    <tr>
        <td id="topspace">&nbsp;</td>
    </tr>

    <tr id="topspace">
        <td>&nbsp;</td>
    </tr>
    <tr>
        <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>

    <tr>
        <td width="100%">
            <h1 class="news_headlines" style="font-style:normal">
                <strong>Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil</strong></h1>
        </td>
    </tr>
    <tr>
        <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3">
                <div align="justify">-Down to Earth<br /><br /><em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br /></em><br />The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br /><br />The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br /><br />&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br /><br />&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br /><br />Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br /><br />Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br /><br />Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8" title="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br /></div>               </font>
        </td>
    </tr>
    <tr>
        <td>&nbsp;</td>
    </tr>

    <tr>
        <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>
</table></body>
</html>'

}
$reasonPhrase = 'OK'
header - [internal], line ??
Cake\Http\ResponseEmitter::emitStatusLine() - CORE/src/Http/ResponseEmitter.php, line 148
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 54
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

Warning (2): Cannot modify header information - headers already sent by (output started at /home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php:853) [CORE/src/Http/ResponseEmitter.php, line 181]
Code Context
                    $value

                ), $first);

                $first = false;
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
        "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
    <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-trace').style.display = (document.getElementById('cakeErr6804541370ea4-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr6804541370ea4-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-code').style.display = (document.getElementById('cakeErr6804541370ea4-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr6804541370ea4-context').style.display = (document.getElementById('cakeErr6804541370ea4-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr6804541370ea4-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700">&lt;</span><span style="color: #0000BB">head</span><span style="color: #007700">&gt;
</span></span></code>
<span class="code-highlight"><code><span style="color: #000000">&nbsp;&nbsp;&nbsp;&nbsp;&lt;link&nbsp;rel="canonical"&nbsp;href="<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">);&nbsp;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?&gt;&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">category</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">slug</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>/<span style="color: #0000BB">&lt;?php&nbsp;</span><span style="color: #007700">echo&nbsp;</span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-&gt;</span><span style="color: #0000BB">seo_url</span><span style="color: #007700">;&nbsp;</span><span style="color: #0000BB">?&gt;</span>.html"/&gt;
</span></code></span>
<code><span style="color: #000000"><span style="color: #0000BB">&nbsp;&nbsp;&nbsp;&nbsp;</span><span style="color: #007700">&lt;</span><span style="color: #0000BB">meta&nbsp;http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type"&nbsp;</span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html;&nbsp;charset=utf-8"</span><span style="color: #007700">/&gt;
</span></span></code></pre><pre id="cakeErr6804541370ea4-context" class="cake-context" style="display: none;">$viewFile = &#039;/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp&#039;
$dataForView = [
	&#039;article_current&#039; =&gt; object(App\Model\Entity\Article) {

		&#039;id&#039; =&gt; (int) 40062,
		&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
		&#039;subheading&#039; =&gt; &#039;&#039;,
		&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
		&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
		&#039;article_img&#039; =&gt; &#039;&#039;,
		&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
		&#039;status&#039; =&gt; (int) 1,
		&#039;show_on_home&#039; =&gt; (int) 1,
		&#039;lang&#039; =&gt; &#039;EN&#039;,
		&#039;category_id&#039; =&gt; (int) 16,
		&#039;tag_keyword&#039; =&gt; &#039;&#039;,
		&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
		&#039;meta_title&#039; =&gt; null,
		&#039;meta_keywords&#039; =&gt; null,
		&#039;meta_description&#039; =&gt; null,
		&#039;noindex&#039; =&gt; (int) 0,
		&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
		&#039;most_visit_section_id&#039; =&gt; null,
		&#039;article_big_img&#039; =&gt; null,
		&#039;liveid&#039; =&gt; (int) 4688195,
		&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
		&#039;edate&#039; =&gt; &#039;&#039;,
		&#039;tags&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
		&#039;[new]&#039; =&gt; false,
		&#039;[accessible]&#039; =&gt; [
			[maximum depth reached]
		],
		&#039;[dirty]&#039; =&gt; [[maximum depth reached]],
		&#039;[original]&#039; =&gt; [[maximum depth reached]],
		&#039;[virtual]&#039; =&gt; [[maximum depth reached]],
		&#039;[hasErrors]&#039; =&gt; false,
		&#039;[errors]&#039; =&gt; [[maximum depth reached]],
		&#039;[invalid]&#039; =&gt; [[maximum depth reached]],
		&#039;[repository]&#039; =&gt; &#039;Articles&#039;
	
	},
	&#039;articleid&#039; =&gt; (int) 40062,
	&#039;metaTitle&#039; =&gt; &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;metaKeywords&#039; =&gt; &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;,
	&#039;metaDesc&#039; =&gt; &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;,
	&#039;disp&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;,
	&#039;lang&#039; =&gt; &#039;English&#039;,
	&#039;SITE_URL&#039; =&gt; &#039;https://im4change.in/&#039;,
	&#039;site_title&#039; =&gt; &#039;im4change&#039;,
	&#039;adminprix&#039; =&gt; &#039;admin&#039;
]
$article_current = object(App\Model\Entity\Article) {

	&#039;id&#039; =&gt; (int) 40062,
	&#039;title&#039; =&gt; &#039;Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;,
	&#039;subheading&#039; =&gt; &#039;&#039;,
	&#039;description&#039; =&gt; &#039;&lt;div align=&quot;justify&quot;&gt;
-Down to Earth&lt;br /&gt;
&lt;br /&gt;
&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;
&lt;/em&gt;&lt;br /&gt;
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;
&lt;br /&gt;
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;
&lt;br /&gt;
&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;
&lt;br /&gt;
Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;
&lt;br /&gt;
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;
&lt;br /&gt;
Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;
&lt;/div&gt;&#039;,
	&#039;credit_writer&#039; =&gt; &#039;Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8&#039;,
	&#039;article_img&#039; =&gt; &#039;&#039;,
	&#039;article_img_thumb&#039; =&gt; &#039;&#039;,
	&#039;status&#039; =&gt; (int) 1,
	&#039;show_on_home&#039; =&gt; (int) 1,
	&#039;lang&#039; =&gt; &#039;EN&#039;,
	&#039;category_id&#039; =&gt; (int) 16,
	&#039;tag_keyword&#039; =&gt; &#039;&#039;,
	&#039;seo_url&#039; =&gt; &#039;advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195&#039;,
	&#039;meta_title&#039; =&gt; null,
	&#039;meta_keywords&#039; =&gt; null,
	&#039;meta_description&#039; =&gt; null,
	&#039;noindex&#039; =&gt; (int) 0,
	&#039;publish_date&#039; =&gt; object(Cake\I18n\FrozenDate) {},
	&#039;most_visit_section_id&#039; =&gt; null,
	&#039;article_big_img&#039; =&gt; null,
	&#039;liveid&#039; =&gt; (int) 4688195,
	&#039;created&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;modified&#039; =&gt; object(Cake\I18n\FrozenTime) {},
	&#039;edate&#039; =&gt; &#039;&#039;,
	&#039;tags&#039; =&gt; [
		(int) 0 =&gt; object(Cake\ORM\Entity) {},
		(int) 1 =&gt; object(Cake\ORM\Entity) {},
		(int) 2 =&gt; object(Cake\ORM\Entity) {},
		(int) 3 =&gt; object(Cake\ORM\Entity) {}
	],
	&#039;category&#039; =&gt; object(App\Model\Entity\Category) {},
	&#039;[new]&#039; =&gt; false,
	&#039;[accessible]&#039; =&gt; [
		&#039;*&#039; =&gt; true,
		&#039;id&#039; =&gt; false
	],
	&#039;[dirty]&#039; =&gt; [],
	&#039;[original]&#039; =&gt; [],
	&#039;[virtual]&#039; =&gt; [],
	&#039;[hasErrors]&#039; =&gt; false,
	&#039;[errors]&#039; =&gt; [],
	&#039;[invalid]&#039; =&gt; [],
	&#039;[repository]&#039; =&gt; &#039;Articles&#039;

}
$articleid = (int) 40062
$metaTitle = &#039;LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil&#039;
$metaKeywords = &#039;stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System&#039;
$metaDesc = &#039;
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...&#039;
$disp = &#039;&lt;div align=&quot;justify&quot;&gt;-Down to Earth&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours&lt;br /&gt;&lt;/em&gt;&lt;br /&gt;The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.&lt;br /&gt;&lt;br /&gt;The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&amp;rdquo; said Sachin Ghude, lead scientist of the project.&lt;br /&gt;&lt;br /&gt;&amp;ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&amp;rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&amp;rdquo; Ghude added.&lt;br /&gt;&lt;br /&gt;Ghude said this is the first time that stubble burning is being forecast. &amp;ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&amp;rdquo; he noted.&lt;br /&gt;&lt;br /&gt;Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. &lt;br /&gt;&lt;br /&gt;Please &lt;a href=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot; title=&quot;https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8&quot;&gt;click here&lt;/a&gt; to read more. &lt;br /&gt;&lt;/div&gt;&#039;
$lang = &#039;English&#039;
$SITE_URL = &#039;https://im4change.in/&#039;
$site_title = &#039;im4change&#039;
$adminprix = &#039;admin&#039;</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8
Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413
Cake\View\View::_render() - CORE/src/View/View.php, line 1374
Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927
Cake\View\View::render() - CORE/src/View/View.php, line 885
Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195.html"/>
    <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
    <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css"
          media="all"/>
    <title>LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil | Im4change.org</title>
    <meta name="description" content="
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places..."/>
    <script src="https://im4change.in/js/jquery-1.10.2.js"></script>
    <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script>
    <script language="javascript" type="text/javascript">

        $(document).ready(function () {
            var img = $("img")[0]; // Get my img elem
            var pic_real_width, pic_real_height;
            $("<img/>") // Make in memory copy of image to avoid css issues
                .attr("src", $(img).attr("src"))
                .load(function () {
                    pic_real_width = this.width;   // Note: $(this).width() will not
                    pic_real_height = this.height; // work for in memory images.
                });
        });
    </script>
    <style type="text/css">
        @media screen {
            div.divFooter {
                display: block;
            }
        }

        @media print {
            .printbutton {
                display: none !important;
            }
        }
    </style>
</head>
<body>
<table cellpadding="0" cellspacing="0" border="0" width="98%" align="center">
    <tr>
        <td class="top_bg">
            <div class="divFooter">
                <img src="https://im4change.in/images/logo1.jpg" height="59" border="0"
                     alt="Resource centre on India's rural distress" style="padding-top:14px;"/>
            </div>

        </td>
    </tr>
    <tr>
        <td id="topspace">&nbsp;</td>
    </tr>

    <tr id="topspace">
        <td>&nbsp;</td>
    </tr>
    <tr>
        <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>

    <tr>
        <td width="100%">
            <h1 class="news_headlines" style="font-style:normal">
                <strong>Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil</strong></h1>
        </td>
    </tr>
    <tr>
        <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3">
                <div align="justify">-Down to Earth<br /><br /><em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br /></em><br />The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br /><br />The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br /><br />&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br /><br />&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br /><br />Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br /><br />Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br /><br />Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8" title="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br /></div>               </font>
        </td>
    </tr>
    <tr>
        <td>&nbsp;</td>
    </tr>

    <tr>
        <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;">
            <form><input type="button" value=" Print this page "
                         onclick="window.print();return false;"/></form>
        </td>
    </tr>
</table></body>
</html>'

}
$cookies = []
$values = [
	(int) 0 => 'text/html; charset=UTF-8'
]
$name = 'Content-Type'
$first = true
$value = 'text/html; charset=UTF-8'
header - [internal], line ??
Cake\Http\ResponseEmitter::emitHeaders() - CORE/src/Http/ResponseEmitter.php, line 181
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 55
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

<head>

    <link rel="canonical" href="<?php echo Configure::read('SITE_URL'); ?><?php echo $urlPrefix;?><?php echo $article_current->category->slug; ?>/<?php echo $article_current->seo_url; ?>.html"/>

    <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>

$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp'
$dataForView = [
	'article_current' => object(App\Model\Entity\Article) {

		'id' => (int) 40062,
		'title' => 'Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil',
		'subheading' => '',
		'description' => '<div align="justify">
-Down to Earth<br />
<br />
<em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br />
</em><br />
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br />
<br />
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br />
<br />
&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br />
<br />
&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br />
<br />
Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br />
<br />
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br />
<br />
Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br />
</div>',
		'credit_writer' => 'Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8',
		'article_img' => '',
		'article_img_thumb' => '',
		'status' => (int) 1,
		'show_on_home' => (int) 1,
		'lang' => 'EN',
		'category_id' => (int) 16,
		'tag_keyword' => '',
		'seo_url' => 'advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195',
		'meta_title' => null,
		'meta_keywords' => null,
		'meta_description' => null,
		'noindex' => (int) 0,
		'publish_date' => object(Cake\I18n\FrozenDate) {},
		'most_visit_section_id' => null,
		'article_big_img' => null,
		'liveid' => (int) 4688195,
		'created' => object(Cake\I18n\FrozenTime) {},
		'modified' => object(Cake\I18n\FrozenTime) {},
		'edate' => '',
		'tags' => [
			[maximum depth reached]
		],
		'category' => object(App\Model\Entity\Category) {},
		'[new]' => false,
		'[accessible]' => [
			[maximum depth reached]
		],
		'[dirty]' => [[maximum depth reached]],
		'[original]' => [[maximum depth reached]],
		'[virtual]' => [[maximum depth reached]],
		'[hasErrors]' => false,
		'[errors]' => [[maximum depth reached]],
		'[invalid]' => [[maximum depth reached]],
		'[repository]' => 'Articles'
	
	},
	'articleid' => (int) 40062,
	'metaTitle' => 'LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil',
	'metaKeywords' => 'stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System',
	'metaDesc' => '
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...',
	'disp' => '<div align="justify">-Down to Earth<br /><br /><em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br /></em><br />The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br /><br />The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br /><br />&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br /><br />&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br /><br />Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br /><br />Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br /><br />Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8" title="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br /></div>',
	'lang' => 'English',
	'SITE_URL' => 'https://im4change.in/',
	'site_title' => 'im4change',
	'adminprix' => 'admin'
]
$article_current = object(App\Model\Entity\Article) {

	'id' => (int) 40062,
	'title' => 'Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil',
	'subheading' => '',
	'description' => '<div align="justify">
-Down to Earth<br />
<br />
<em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br />
</em><br />
The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br />
<br />
The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br />
<br />
&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br />
<br />
&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br />
<br />
Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br />
<br />
Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br />
<br />
Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br />
</div>',
	'credit_writer' => 'Down to Earth, 8 December, 2019, https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8',
	'article_img' => '',
	'article_img_thumb' => '',
	'status' => (int) 1,
	'show_on_home' => (int) 1,
	'lang' => 'EN',
	'category_id' => (int) 16,
	'tag_keyword' => '',
	'seo_url' => 'advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-shagun-kapil-4688195',
	'meta_title' => null,
	'meta_keywords' => null,
	'meta_description' => null,
	'noindex' => (int) 0,
	'publish_date' => object(Cake\I18n\FrozenDate) {},
	'most_visit_section_id' => null,
	'article_big_img' => null,
	'liveid' => (int) 4688195,
	'created' => object(Cake\I18n\FrozenTime) {},
	'modified' => object(Cake\I18n\FrozenTime) {},
	'edate' => '',
	'tags' => [
		(int) 0 => object(Cake\ORM\Entity) {},
		(int) 1 => object(Cake\ORM\Entity) {},
		(int) 2 => object(Cake\ORM\Entity) {},
		(int) 3 => object(Cake\ORM\Entity) {}
	],
	'category' => object(App\Model\Entity\Category) {},
	'[new]' => false,
	'[accessible]' => [
		'*' => true,
		'id' => false
	],
	'[dirty]' => [],
	'[original]' => [],
	'[virtual]' => [],
	'[hasErrors]' => false,
	'[errors]' => [],
	'[invalid]' => [],
	'[repository]' => 'Articles'

}
$articleid = (int) 40062
$metaTitle = 'LATEST NEWS UPDATES | Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil'
$metaKeywords = 'stubble burning,Paddy Straw Burning,Crop Residue Burning,Air Pollution Warning System'
$metaDesc = '
-Down to Earth

The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours

The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places...'
$disp = '<div align="justify">-Down to Earth<br /><br /><em>The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours<br /></em><br />The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day.<br /><br />The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance.<br /><br />&ldquo;We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,&rdquo; said Sachin Ghude, lead scientist of the project.<br /><br />&ldquo;If the probability of an area is 60 per cent or more, we will give a forecast saying there&rsquo;s a chance of a fire in that area. If it does not occur, then it will get corrected next day,&rdquo; Ghude added.<br /><br />Ghude said this is the first time that stubble burning is being forecast. &ldquo;There have been forecast models for forest fires but for the first time we have come out with this,&rdquo; he noted.<br /><br />Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. <br /><br />Please <a href="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8" title="https://www.downtoearth.org.in/news/air/advanced-air-pollution-warning-system-to-predict-stubble-burning-areas-near-delhi-67143?fbclid=IwAR2by7_VJL1ssHiGwDH1bdD3_Dx6b8tLCWifUN7BU72rn-bz8IZI9m_msp8">click here</a> to read more. <br /></div>'
$lang = 'English'
$SITE_URL = 'https://im4change.in/'
$site_title = 'im4change'
$adminprix = 'admin'

include - APP/Template/Layout/printlayout.ctp, line 8
Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413
Cake\View\View::_render() - CORE/src/View/View.php, line 1374
Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927
Cake\View\View::render() - CORE/src/View/View.php, line 885
Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51

Advanced air pollution warning system to predict stubble burning areas near Delhi -Shagun Kapil

-Down to Earth The system, which tracks crop burning using satellite data, can also forecast air pollution levels for next 72 hours The Union Ministry of Earth Sciences (MoES) has launched an advanced Air Quality Early Warning System, which can predict places neighbouring Delhi that are likely to burn crop residue on a given day. The system, developed by Indian Institute of Tropical Meteorology, Pune, under MoES, uses data of stubble burning incidents from the past 15 years to predict the date and place of the next burning, and help authorities to act in advance. “We have developed climatology of fire for last 15 years. So, we try to learn how many times an area has burned on a day and the average gives us a probability of that happening again,” said Sachin Ghude, lead scientist of the project. “If the probability of an area is 60 per cent or more, we will give a forecast saying there’s a chance of a fire in that area. If it does not occur, then it will get corrected next day,” Ghude added. Ghude said this is the first time that stubble burning is being forecast. “There have been forecast models for forest fires but for the first time we have come out with this,” he noted. Using the data, the Centre for Development of Advanced Computing (C-DAC), under the aegis of the Central Pollution Control Board, creates probability maps to alert government agencies about areas where the chances of stubble burning is going to be high. Please click here to read more.