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Basmati rice varietal differentiate using Sentinel-1 and Sentinel-2 data in Google Earth Engine (Record no. 132595)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01368nam a2200145 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250826b |||||||| |||| 00| 0 eng d |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Dharmesh Verma |
| 245 ## - TITLE STATEMENT | |
| Title | Basmati rice varietal differentiate using Sentinel-1 and Sentinel-2 data in Google Earth Engine |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | pp1188-1999 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. biblio.abstract | A study on Basmati rice variety differentiation was carried out in two districts of Haryana, using Sentinel-1<br/>SAR and Sentinel-2 MSI time series data and a Random Forest (RF) classifier on the Google Earth Engine<br/>cloud computing platform. The fortnightly composite<br/>stack of VH-VV difference and Sentinel-2 multispectral bands and their Red-edge indices, Chlorophyll<br/>Index (CIgreen and CIred-edge), was analysed. Basmati<br/>varieties could be distinguished into long- and shortduration and early Basmati. The accuracy of the RF<br/>classifier model was validated by computing the AUC<br/>and receiver operating characteristic curves. AUC was<br/>> 0.9, ensuring the best model fitting and high accuracy.<br/>The results revealed that long-duration Basmati varieties are being replaced by shorter-duration varieties. |
| 654 ## - SUBJECT ADDED ENTRY--FACETED TOPICAL TERMS | |
| Subject | <a href="Basmati rice varieties">Basmati rice varieties</a> |
| -- | <a href="Chlorophyll Index Red">Chlorophyll Index Red</a> |
| -- | <a href="(CIred-edge)">(CIred-edge)</a> |
| -- | <a href="Chlorophyll Index Green (CIgreen)">Chlorophyll Index Green (CIgreen)</a> |
| -- | <a href=" Google Earth Engine"> Google Earth Engine</a> |
| -- | <a href="Random Forest">Random Forest</a> |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | *, Manik H. Kalubarme2 |
| 773 0# - HOST ITEM ENTRY | |
| Host Biblionumber | 125299 |
| Host Itemnumber | 113183 |
| Title | Current Science |
| International Standard Serial Number | 0011-3891 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Journal Article |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Location (home branch) | Sublocation or collection (holding branch) | Date acquired | Koha issues (times borrowed) | Piece designation (barcode) | Koha date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | SNDT Juhu | SNDT Juhu | 26/08/2025 | jp826.2 | 26/08/2025 | 26/08/2025 | Journal Article |