CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS
Change detection is important to understand the patterns of transition in multi-temporal SAR acquisitions over same geographical areas. In this work, we implemented a test statistic on covariance matrices for change detection. The RADARSAT-2 data spanning the agricultural land of Central Hisar Farm...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2018-11-01
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| Series: | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-5/229/2018/isprs-annals-IV-5-229-2018.pdf |
| _version_ | 1818021504096403456 |
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| author | N. Varia N. Davawala S. Chirakkal D. Haldar R. Ghosh D. Putrevu |
| author_facet | N. Varia N. Davawala S. Chirakkal D. Haldar R. Ghosh D. Putrevu |
| author_sort | N. Varia |
| collection | DOAJ |
| description | Change detection is important to understand the patterns of transition in multi-temporal SAR acquisitions over same geographical areas. In this work, we implemented a test statistic on covariance matrices for change detection. The RADARSAT-2 data spanning the agricultural land of Central Hisar Farm in Haryana, India was used. Hypothesis testing on test-statistic was done by a pre-decided significance level. A change map was plotted and the areas with ‘change’ and ‘no change’ were determined. Analysis of changing trends of different crop lifecycles is done. This study is useful in making important agricultural crop predictions. |
| first_indexed | 2024-04-14T08:19:48Z |
| format | Article |
| id | doaj.art-14f730534a35434ba4c948b1078f707a |
| institution | Directory Open Access Journal |
| issn | 2194-9042 2194-9050 |
| language | English |
| last_indexed | 2024-04-14T08:19:48Z |
| publishDate | 2018-11-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj.art-14f730534a35434ba4c948b1078f707a2022-12-22T02:04:15ZengCopernicus PublicationsISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences2194-90422194-90502018-11-01IV-522923210.5194/isprs-annals-IV-5-229-2018CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREASN. Varia0N. Davawala1S. Chirakkal2D. Haldar3R. Ghosh4D. Putrevu5Dhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar, IndiaDhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar, IndiaMicrowave Techniques Development Division, Space Applications Centre, ISRO, Ahmedabad, IndiaIndian Institute of Remote Sensing, Dehradun, IndiaDhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar, IndiaMicrowave Techniques Development Division, Space Applications Centre, ISRO, Ahmedabad, IndiaChange detection is important to understand the patterns of transition in multi-temporal SAR acquisitions over same geographical areas. In this work, we implemented a test statistic on covariance matrices for change detection. The RADARSAT-2 data spanning the agricultural land of Central Hisar Farm in Haryana, India was used. Hypothesis testing on test-statistic was done by a pre-decided significance level. A change map was plotted and the areas with ‘change’ and ‘no change’ were determined. Analysis of changing trends of different crop lifecycles is done. This study is useful in making important agricultural crop predictions.https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-5/229/2018/isprs-annals-IV-5-229-2018.pdf |
| spellingShingle | N. Varia N. Davawala S. Chirakkal D. Haldar R. Ghosh D. Putrevu CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS |
| title_full | CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS |
| title_fullStr | CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS |
| title_full_unstemmed | CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS |
| title_short | CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS |
| title_sort | change detection of polarimetric sar data for monitoring of agricultural areas |
| url | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-5/229/2018/isprs-annals-IV-5-229-2018.pdf |
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