LAND COVER MAPPING USING SENTINEL-1 SAR DATA

44 citations as recorded by crossref.

1. Evaluation of Using Sentinel-1 and -2 Time-Series to Identify Winter Land Use in Agricultural Landscapes J. Denize et al. 10.3390/rs11010037
2. CNN-based generation of high-accuracy urban distribution maps utilising SAR satellite imagery for short-term change monitoring S. Iino et al. 10.1080/19479832.2018.1491897
3. Multi-Temporal and Multi-Frequency SAR Analysis for Forest Land Cover Mapping of the Mai-Ndombe District (Democratic Republic of Congo) J. Haarpaintner & H. Hindberg 10.3390/rs11242999
4. Consistency Analysis of Multi-Source Remote Sensing Land Cover Products in Arid Regions—A Case Study of Xinjiang S. Liu et al. 10.3390/land12122178
5. Automatic Prediction of Soil Moisture Using Efficient Convolutional Neural Network from the Synthetic-Aperture Radar Data S. Vatkar & S. Kulkarni 10.1007/s41976-025-00209-4
6. Monitoring and Mapping of Rice Cropping Pattern in Flooding Area in the Vietnamese Mekong Delta Using Sentinel-1A Data: A Case of An Giang Province H. Minh et al. 10.3390/ijgi8050211
7. Mapping Urban and Peri-Urban Land Cover in Zimbabwe: Challenges and Opportunities C. Kamusoko et al. 10.3390/geomatics1010009
8. Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters R. Ferrer Velasco et al. 10.1016/j.rse.2022.112997
9. Utilization of Sentinel 1-A for Identification Land Use changes in Citarum Watershed M. Ardha et al. 10.1088/1755-1315/477/1/012013
10. Monitoring seasonal effects in vegetation areas with Sentinel-1 SAR and Sentinel-2 optic satellite images A. Polat et al. 10.1007/s12517-022-09947-x
11. Consistency Analysis of Remote Sensing Land Cover Products in the Tropical Rainforest Climate Region: A Case Study of Indonesia J. Kang et al. 10.3390/rs12091410
12. Local actors, farmer decisions and landscape crop diversity in smallholder farming systems: A systems perspective D. Kpienbaareh et al. 10.1016/j.agee.2024.109138
13. Mapping Natural Populus euphratica Forests in the Mainstream of the Tarim River Using Spaceborne Imagery and Google Earth Engine J. Zou et al. 10.3390/rs16183429
14. Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola A. Ngolo & T. Watanabe 10.1080/10095020.2022.2066574
15. Comparison of KOMPSAT-5 and Sentinel-1 Radar Data for Soil Moisture Estimations Using a New Semi-Empirical Model L. Tao et al. 10.3390/rs14164042
16. Remote Sensing of Environmental Drivers Influencing the Movement Ecology of Sympatric Wild and Domestic Ungulates in Semi-Arid Savannas, a Review F. Rumiano et al. 10.3390/rs12193218
17. Integration of radar and optical sentinel images for land use mapping in a complex landscape (case study: Arasbaran Protected Area) V. Nasiri et al. 10.1007/s12517-022-11035-z
18. Semantic Segmentation Based on Temporal Features: Learning of Temporal–Spatial Information From Time-Series SAR Images for Paddy Rice Mapping L. Yang et al. 10.1109/TGRS.2021.3099522
19. Contribution of gravity data and Sentinel-1 image for structural mapping. Case of Beni Mellal Atlas and Beni Moussa plain (Morocco). I. Boutirame et al. 10.1051/e3sconf/20183705002
20. Object-Oriented Crop Classification Using Time Series Sentinel Images from Google Earth Engine H. Xue et al. 10.3390/rs15051353
21. Combined Use of Optical and Synthetic Aperture Radar Data for REDD+ Applications in Malawi M. Hirschmugl et al. 10.3390/land7040116
22. A Convolutional Neural Network Algorithm for Soil Moisture Prediction from Sentinel-1 SAR Images E. Hegazi et al. 10.3390/rs13244964
23. Integration of Sentinel-1 and Sentinel-2 Data for Land Cover Mapping Using W-Net M. Gargiulo et al. 10.3390/s20102969
24. Improvement of Sentinel‐1 Remote Sensing Data Classification by DWT and PCA O. Charfi Marrakchi et al. 10.1155/2021/8897303
25. Classifying Rocky Land Cover Using Random Forest Modeling: Lessons Learned and Potential Applications in Washington, USA J. Celebrezze et al. 10.3390/rs17050915
26. Extraction of Land Information, Future Landscape Changes and Seismic Hazard Assessment: A Case Study of Tabriz, Iran A. Mohammadi et al. 10.3390/s20247010
27. Evaluating NISAR's cropland mapping algorithm over the conterminous United States using Sentinel-1 data S. Rose et al. 10.1016/j.rse.2021.112472
28. Digital Mapping of Land Cover Changes Using the Fusion of SAR and MSI Satellite Data G. Metrikaityte et al. 10.3390/land11071023
29. Crop mapping based on time-series synthetic aperture radar images using deep semantic segmentation model K. Zhang et al. 10.1117/1.JRS.18.024519
30. Comparing NISAR (Using Sentinel-1), USDA/NASS CDL, and Ground Truth Crop/Non-Crop Areas in an Urban Agricultural Region S. Kraatz et al. 10.3390/s23208595
31. Monitoring Illegal Logging Using Google Earth Engine in Sulawesi Selatan Tropical Forest, Indonesia A. Mujetahid et al. 10.3390/f14030652
32. NN-Based Prediction of Sentinel-1 SAR Image Filtering Efficiency O. Rubel et al. 10.3390/geosciences9070290
33. Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models M. Panahi et al. 10.1016/j.jhydrol.2022.128001
34. Polarimetric SAR Time-Series for Identification of Winter Land Use J. Denize et al. 10.3390/s19245574
35. Garlic Field Classification Using Machine Learning and Statistic Approaches I. Sitanggang et al. 10.3390/agriengineering5010040
36. Crop Type and Land Cover Mapping in Northern Malawi Using the Integration of Sentinel-1, Sentinel-2, and PlanetScope Satellite Data D. Kpienbaareh et al. 10.3390/rs13040700
37. Consistency and Accuracy Evaluation Analysis of Four Cropland Cover Products: A Case Study of Indochina Peninsula X. Wang et al. 10.1155/2022/2876976
38. Peatland subsidence and vegetation cover degradation as impacts of the 2015 El niño event revealed by Sentinel-1A SAR data M. Khakim et al. 10.1016/j.jag.2019.101953
39. Crop Classification Using Time-Series Sentinel-1 SAR Data: A Comparison of LSTM, GRU, and TCN with Attention Y. Tsuchiya & R. Sonobe 10.3390/rs17122095
40. Geographic and cartographic inconsistency factors among different cropland classification datasets: A field validation case in Cambodia J. Kang et al. 10.1515/geo-2022-0409
41. Object-based classification of vegetation species in a subtropical wetland using Sentinel-1 and Sentinel-2A images L. Ruiz et al. 10.1016/j.srs.2021.100017
42. Evaluation of Sentinel-1 Interferometric SAR Coherence efficiency for Land Cover Mapping M. Soleimani et al. 10.52547/jgit.9.3.85
43. Improved remote-sensing land cover identification using parameterized feedforward neural networks O. Charfi Marrakchi 10.1007/s41207-020-00226-3
44. Suitable Habitat Dynamics of Wintering Geese in a Large Floodplain Wetland: Insights from Flood Duration J. Teng et al. 10.3390/rs14040952