An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data

References

• Ashmitha Nihar, M., J. Mohammed Ahamed, S. Pazhanivelan, R. Kumaraperumal, and K. Ganesha Raj. 2019. “Estimation of Cotton and Maize Crop Area in Perambalur District of Tamil Nadu Using Multi-Date Sentinel-1A SAR Data.” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 42 (3/W6): 67–71. https://doi.org/10.5194/isprs-archives-XLII-3-W6-67-2019.
   Google Scholar
• Bégué, A., D. Arvor, B. Bellon, J. Betbeder, D. de Abelleyra, R. P. D. Ferraz, V. Lebourgeois, C. Lelong, M. Simões, and S. R. Verón. 2018. “Remote Sensing and Cropping Practices: A Review.” Remote Sensing 10 (2): 99. MDPI AG. https://doi.org/10.3390/rs10010099.
   Web of Science ®Google Scholar
• Błaszczak-Bąk, W., A. Sobieraj-Złobińska, and B. Wieczorek 2018. “The Optimum Dataset Method - Examples of the Application.” In E3S Web of Conferences, 26, 1–6. https://doi.org/10.1051/e3sconf/20182600005.
   Google Scholar
• Canisius, F., J. Shang, J. Liu, X. Huang, B. Ma, X. Jiao, X. Geng, J. M. Kovacs, and D. Walters. 2018. “Tracking Crop Phenological Development Using Multi-Temporal Polarimetric Radarsat-2 Data.” Remote Sensing of Environment 210 (February): 508–518. https://doi.org/10.1016/j.rse.2017.07.031.
   Web of Science ®Google Scholar
• Haldar, D., R. Dave, and V. A. Dave. 2018. “Evaluation of Full-Polarimetric Parameters for Vegetation Monitoring in Rabi (Winter) Season.” The Egyptian Journal of Remote Sensing & Space Science 21:S67–S73. https://doi.org/10.1016/j.ejrs.2018.05.002.
   Web of Science ®Google Scholar
• Harfenmeister, K., S. Itzerott, C. Weltzien, and D. Spengler. 2021. “Agricultural Monitoring Using Polarimetric Decomposition Parameters of Sentinel-1 Data.” Remote Sensing 13 (4): 1–28. https://doi.org/10.3390/rs13040575.
   PubMed Web of Science ®Google Scholar
• Harfenmeister, K., D. Spengler, and C. Weltzien. 2019. “Analyzing Temporal and Spatial Characteristics of Crop Parameters Using Sentinel-1 Backscatter Data.” Remote Sensing 11 (13): 1–30. https://doi.org/10.3390/rs11131569.
   Web of Science ®Google Scholar
• Jiao, X., H. Mc Nairn, J. Shang, E. Pattey, J. Liu, and C. Champagne. 2011. “The Sensitivity of RADARSAT-2 Polarimetric SAR Data to Corn and Soybean Leaf Area Index.” Canadian Journal of Remote Sensing 37 (1): 69–81. https://doi.org/10.5589/m11-023.
   Web of Science ®Google Scholar
• Ji, K., and Y. Wu. 2015. “Scattering Mechanism Extraction by a Modified Cloude-Pottier Decomposition for Dual Polarization SAR.” Remote Sensing 7 (6): 7447–7470. https://doi.org/10.3390/rs70607447.
   Web of Science ®Google Scholar
• Kumaraperumal, R., M. Shama, B. Kannan, K. P. Ragunath, and R. Jagadeeswaran. 2017. “Sentinel 1A SAR Backscattering Signature of Maize and Cotton Crops.” Madras Agricultural Journal 104 (3): 54–57. https://doi.org/10.29321/MAJ.01.000398.
   Google Scholar
• Kumar, V., and Y. S. Rao 2015. “Temporal Analysis of Different Crops Using Quad-Pol RADARSAT-2 Data.” International Geoscience and Remote Sensing Symposium (IGARSS), 2015-Novem(October 2014), 3211–3214. https://doi.org/10.1109/IGARSS.2015.7326501.
   Google Scholar
• Mohler, C. L., and S. E. Johnson. 2009. “Crop Rotation on Organic Farms: A Planning Manual.“ Natural Resource, Agriculture, and Engineering Service (NRAES) Cooperative Extension.
   Google Scholar
• Ningaraju, and S. A. Das. 2017. “Cropping Pattern and Crop Ranking of Mysore District.” International Journal of Research -GRANTHAALAYAH 5 (4): 334–338. https://doi.org/10.29121/granthaalayah.v5.i4.2017.1827.
   Google Scholar
• Phung, H.-P., L.-D. Nguyen, N.-H. Thong, L.-T. Thuy, and A. A. Apan. 2020. “Monitoring Rice Growth Status in the Mekong Delta, Vietnam Using Multitemporal Sentinel-1 Data.” Journal of Applied Remote Sensing 14 (1): 14518. https://doi.org/10.1117/1.jrs.14.014518.
   Web of Science ®Google Scholar
• Ponnurangam, G. G., T. Jagdhuber, I. Hajnsek, and Y. S. Rao. 2016. “Soil Moisture Estimation Using Hybrid Polarimetric SAR Data of RISAT-1.” IEEE Transactions on Geoscience and Remote Sensing 54 (4): 2033–2049. https://doi.org/10.1109/TGRS.2015.2494860.
   Web of Science ®Google Scholar
• Salma, S., N. Keerthana, and B. M. Dodamani. 2022. “Target Decomposition Using Dual-Polarization Sentinel-1 SAR Data: Study on Crop Growth Analysis.” Remote Sensing Applications: Society & Environment 28 (October): 100854. https://doi.org/10.1016/j.rsase.2022.100854.
   Google Scholar
• Selvaraj, S., D. Haldar, and A. Danodia. 2019 March. “Time Series Sentinel-1A Profile Analysis for Heterogeneous Kharif Crops Discrimination in North India.” Ursi Ap-Rasc 2019, 1–4.
   Google Scholar
• Shan, Z., C. Wang, H. Zhang, and J. Chen. 2011. “H- α Decomposition and Alternative Parameters for Dual Polarization SAR Data.” Proc PIERS, Suzhou, China.
   Google Scholar
• Tao, P., K. Xi, Z. Niu, Q. Chen, Y. Liao, Y. Liu, K. Liu, and Z. Zhang. 2022. “Optimal Selection from Extremely Redundant Satellite Images for Efficient Large-Scale Mapping.” ISPRS Journal of Photogrammetry and Remote Sensing 194 (October): 21–38. https://doi.org/10.1016/j.isprsjprs.2022.10.003.
   Web of Science ®Google Scholar
• Wang, H., R. Magagi, K. Goïta, M. Trudel, H. McNairn, and J. Powers. 2019. “Crop Phenology Retrieval via Polarimetric SAR Decomposition and Random Forest Algorithm.” Remote Sensing of Environment 231 (June): 111234. https://doi.org/10.1016/j.rse.2019.111234.
   Web of Science ®Google Scholar
• Woodhouse, I. H. 2017. “Introduction to Microwave Remote Sensing.” In Introduction to Microwave Remote Sensing. CRC press. https://doi.org/10.1201/9781315272573.
   Google Scholar
• Woźniak, E., M. Rybicki, W. Kofman, S. Aleksandrowicz, C. Wojtkowski, S. Lewiński, J. Bojanowski, et al. 2022. “Multi-Temporal Phenological Indices Derived from Time Series Sentinel-1 Images to Country-Wide Crop Classification.” International Journal of Applied Earth Observation and Geoinformation 107:102683. https://doi.org/10.1016/j.jag.2022.102683.
   Web of Science ®Google Scholar
• Wu, F., C. Wang, H. Zhang, B. Zhang, and Y. Tang. 2011. “Rice Crop Monitoring in South China with RADARSAT-2 Quad-Polarization SAR Data.” IEEE Geoscience and Remote Sensing Letters 8 (2): 196–200. https://doi.org/10.1109/LGRS.2010.2055830.
   Web of Science ®Google Scholar
• Xie, Q., K. Lai, J. Wang, J. M. Lopez-Sanchez, J. Shang, C. Liao, J. Zhu, H. Fu, and X. Peng. 2021. “Crop Monitoring and Classification Using Polarimetric RADARSAT-2 Time-Series Data Across Growing Season - a Case Study in Southwestern Ontario, Canada.” Remote Sensing 13 (7): 1–27. https://doi.org/10.3390/rs13071394.
   PubMed Web of Science ®Google Scholar