LAND COVER MAPPING USING SENTINEL-1 SAR DATA

52 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.
2. The global extent of the grassland biome and implications for the terrestrial carbon sink A. MacDougall et al.
3. Hierarchical Wetland Mapping in the East China Sea Based on Integrated Multifaceted Source Features J. Wang et al.
4. CNN-based generation of high-accuracy urban distribution maps utilising SAR satellite imagery for short-term change monitoring S. Iino et al.
5. 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
6. Consistency Analysis of Multi-Source Remote Sensing Land Cover Products in Arid Regions—A Case Study of Xinjiang S. Liu et al.
7. Automatic Prediction of Soil Moisture Using Efficient Convolutional Neural Network from the Synthetic-Aperture Radar Data S. Vatkar & S. Kulkarni
8. 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.
9. Mapping Urban and Peri-Urban Land Cover in Zimbabwe: Challenges and Opportunities C. Kamusoko et al.
10. Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters R. Ferrer Velasco et al.
11. Utilization of Sentinel 1-A for Identification Land Use changes in Citarum Watershed M. Ardha et al.
12. Monitoring seasonal effects in vegetation areas with Sentinel-1 SAR and Sentinel-2 optic satellite images A. Polat et al.
13. Consistency Analysis of Remote Sensing Land Cover Products in the Tropical Rainforest Climate Region: A Case Study of Indonesia J. Kang et al.
14. Local actors, farmer decisions and landscape crop diversity in smallholder farming systems: A systems perspective D. Kpienbaareh et al.
15. Mapping Natural Populus euphratica Forests in the Mainstream of the Tarim River Using Spaceborne Imagery and Google Earth Engine J. Zou et al.
16. Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola A. Ngolo & T. Watanabe
17. Comparison of KOMPSAT-5 and Sentinel-1 Radar Data for Soil Moisture Estimations Using a New Semi-Empirical Model L. Tao et al.
18. RCCF-YOLO: region-constrained channel weighting and multi-scale fusion network for power tower detection in high-resolution SAR images Y. Liu et al.
19. Tectono-stratigraphic evolution of the Upper Kaghan Valley, Northwestern Himalayas: insights from integrated field and remote-sensing analysis M. Farooq et al.
20. 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.
21. Semi-automated impervious feature extraction using built-up indices developed from space-borne optical and SAR remotely sensed sensors S. Sinha et al.
22. Integration of radar and optical sentinel images for land use mapping in a complex landscape (case study: Arasbaran Protected Area) V. Nasiri et al.
23. Semantic Segmentation Based on Temporal Features: Learning of Temporal–Spatial Information From Time-Series SAR Images for Paddy Rice Mapping L. Yang et al.
24. 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.
25. Object-Oriented Crop Classification Using Time Series Sentinel Images from Google Earth Engine H. Xue et al.
26. Combined Use of Optical and Synthetic Aperture Radar Data for REDD+ Applications in Malawi M. Hirschmugl et al.
27. A Convolutional Neural Network Algorithm for Soil Moisture Prediction from Sentinel-1 SAR Images E. Hegazi et al.
28. Integration of Sentinel-1 and Sentinel-2 Data for Land Cover Mapping Using W-Net M. Gargiulo et al.
29. Improvement of Sentinel‐1 Remote Sensing Data Classification by DWT and PCA O. Charfi Marrakchi et al.
30. Classifying Rocky Land Cover Using Random Forest Modeling: Lessons Learned and Potential Applications in Washington, USA J. Celebrezze et al.
31. Extraction of Land Information, Future Landscape Changes and Seismic Hazard Assessment: A Case Study of Tabriz, Iran A. Mohammadi et al.
32. Evaluating NISAR's cropland mapping algorithm over the conterminous United States using Sentinel-1 data S. Rose et al.
33. Digital Mapping of Land Cover Changes Using the Fusion of SAR and MSI Satellite Data G. Metrikaityte et al.
34. Crop mapping based on time-series synthetic aperture radar images using deep semantic segmentation model K. Zhang et al.
35. Comparing NISAR (Using Sentinel-1), USDA/NASS CDL, and Ground Truth Crop/Non-Crop Areas in an Urban Agricultural Region S. Kraatz et al.
36. Monitoring Illegal Logging Using Google Earth Engine in Sulawesi Selatan Tropical Forest, Indonesia A. Mujetahid et al.
37. Advancing Urban Analytics: GeoAI Applications in Spatial Decision-Making and Sustainable Cities S. Avram
38. NN-Based Prediction of Sentinel-1 SAR Image Filtering Efficiency O. Rubel et al.
39. Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models M. Panahi et al.
40. Polarimetric SAR Time-Series for Identification of Winter Land Use J. Denize et al.
41. Garlic Field Classification Using Machine Learning and Statistic Approaches I. Sitanggang et al.
42. PTU-Net: A Polarization-Temporal U-Net for Multi-Temporal Sentinel-1 SAR Crop Classification F. Tan et al.
43. Cross evaluation of optical versus sentinel-1 and 2 fusion data for tropical ecosystem mapping S. Sarker et al.
44. 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.
45. Consistency and Accuracy Evaluation Analysis of Four Cropland Cover Products: A Case Study of Indochina Peninsula X. Wang et al.
46. A Novel Rape (Brassica Napus L.) Parameter Canopy Area Index and Its Inversion Using Full- and Compact-Polarization SAR X. Chen et al.
47. Geospatial–Temporal Quantification of Tectonically Constrained Marble Resources Within the Wadi El Shati Extensional Regime via Multi-Sensor Sentinel and DEM Data Fusion M. Dhabaa et al.
48. Crop Classification Using Time-Series Sentinel-1 SAR Data: A Comparison of LSTM, GRU, and TCN with Attention Y. Tsuchiya & R. Sonobe
49. Geographic and cartographic inconsistency factors among different cropland classification datasets: A field validation case in Cambodia J. Kang et al.
50. Evaluation of Sentinel-1 Interferometric SAR Coherence efficiency for Land Cover Mapping M. Soleimani et al.
51. Improved remote-sensing land cover identification using parameterized feedforward neural networks O. Charfi Marrakchi
52. Suitable Habitat Dynamics of Wintering Geese in a Large Floodplain Wetland: Insights from Flood Duration J. Teng et al.