ASSESSMENT OF CLASSIFICATION ACCURACIES OF SENTINEL-2 AND LANDSAT-8 DATA FOR LAND COVER / USE MAPPING

44 citations as recorded by crossref.

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2. Analysis of Vegetative Cover Vulnerability in Rohingya Refugee Camps of Bangladesh Utilizing Landsat and Per Capita Greening Area (PCGA) Datasets M. Karim & X. Zhang
3. Assessing alteration of urban floodplains using remote sensing and GIS: a three decade analysis (1992–2022) Y. Ali et al.
4. Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery P. Thanh Noi & M. Kappas
5. Assessing biomass and primary production of microphytobenthos in depositional coastal systems using spectral information P. Jacobs et al.
6. Potential of Landsat-8 and Sentinel-2A composite for land use land cover analysis D. Varade et al.
7. Evaluating the Influence of Traffic Congestion on Surface Urban Heat Island Intensity J. Lee & M. Berkelhammer
8. Monitoring the operational changes in surface reflectances after logging, based on popular indices over Sentinel-2, Landsat-8, and ASTER imageries Ç. Genç & A. Altunel
9. Can a Hierarchical Classification of Sentinel-2 Data Improve Land Cover Mapping? A. Waśniewski et al.
10. Water Information Extraction Based on Multi-Model RF Algorithm and Sentinel-2 Image Data Z. Jiang et al.
11. The Monitoring of Macroplastic Waste in Selected Environment with UAV and Multispectral Imaging T. Oberski et al.
12. Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms M. Aghababaei et al.
13. Sentinel-2A MSI Verisinin Makine Öğrenmesi Tabanlı Destek Vektör Makinesi, Rastgele Orman ve En Büyük Olasılık Algoritmalarını Kullanarak Piksel Tabanlı Kontrollü Sınıflandırılmadaki Etkilerinin Araştırılması N. Kaya & O. Dengiz
14. Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan J. Yuan et al.
15. Surface Soil Moisture Determination of Irrigated and Drained Agricultural Lands with the OPTRAM Method and Sentinel-2 Observations T. Stańczyk et al.
16. Machine Learning Approaches for Developing Land Cover Mapping A. Alzahrani et al.
17. Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images O. Narin & S. Abdikan
18. Application of Sentinel-2 and EnMAP new satellite data to the mapping of alpine vegetation of the Karkonosze Mountains M. Jędrych et al.
19. Estimation of forest development stage and crown closure using different classification methods and satellite images: A case study from Turkey S. Bulut et al.
20. Fire regime attributes shape pre-fire vegetation characteristics controlling extreme fire behavior under different bioregions in Spain D. Beltrán-Marcos et al.
21. Mapping Land Cover and Tree Canopy Cover in Zagros Forests of Iran: Application of Sentinel-2, Google Earth, and Field Data S. Eskandari et al.
22. Use of Sentinel-2 and LUCAS Database for the Inventory of Land Use, Land Use Change, and Forestry in Wallonia, Belgium O. Close et al.
23. Testing the Applicability and Credibility of the High Conservation Value Forest (HCVF) Toolkit: A Systematic Global Review B. Abbasnezhad & J. Abrams
24. Dynamic Land Degradation Assessment: Integrating Machine Learning with Landsat 8 OLI/TIRS for Enhanced Spectral, Terrain, and Land Cover Indices P. Badapalli et al.
25. Enhancing Flood Mapping Accuracy in North and West Africa Using Multi-Sensor Satellite Data and Machine Learning in Google Earth Engine Y. Loukili et al.
26. Land Cover Mapping and Change Analysis Using Optimized Random Forest Classifier Incorporating Fusion of Texture and Gabor Features A. Kumar & R. Garg
27. Spatio-temporal distribution of Vachellia stuhlmannii (Taub.) in Venetia-Limpopo nature reserve – SPOT-imagery S. Nkosi et al.
28. Estimating Reservoir Sedimentation Rates and Storage Capacity Losses Using High‐Resolution Sentinel‐2 Satellite and Water Level Data F. Yao et al.
29. Effect of the Synergetic Use of Sentinel-1, Sentinel-2, LiDAR and Derived Data in Land Cover Classification of a Semiarid Mediterranean Area Using Machine Learning Algorithms C. Valdivieso-Ros et al.
30. Landscape Evaluation Based on Gaofen Satellite in the Southern Part of the Nile Delta, Egypt H. El-Hamid et al.
31. Effect of Spatial Resolution on Land Cover Mapping in an Agropastoral Area of Niger (Aguié and Mayahi) Using Sentinel-2 and Landsat 8 Imagery Within a Random Forest Regression Framework S. Abdou Amadou et al.
32. Land Use/Land Cover Mapping Using Multitemporal Sentinel-2 Imagery and Four Classification Methods—A Case Study from Dak Nong, Vietnam H. Nguyen et al.
33. Land cover mapping in mountainous Croatia using Sentinel-2A satellite imagery V. Rossi et al.
34. Consistent Long-Term Monthly Coastal Wetland Vegetation Monitoring Using a Virtual Satellite Constellation S. Tahsin et al.
35. Development of a Rapid Mangrove Zonation Mapping Workflow Using Sentinel 2-Derived Indices and Biophysical Dataset A. Baloloy et al.
36. Development of the spectral forest index in the Khangai region, Mongolia using Sentinel-2 imagery B. Norovsuren et al.
37. Does building development in Dhaka comply with land use zoning? An analysis using nighttime light and digital building heights M. Rahman et al.
38. Advancing forest fire prediction: A multi-layer stacking ensemble model approach F. Shahzad et al.
39. Enhancing GeoAI land cover classification via hyperparameter tuning and cross-validation: A case study in Ravenna, Italy A. Vitale & F. Lamonaca
40. Mapping of Sicilian Pocket Beaches Land Use/Land Cover with Sentinel-2 Imagery: A Case Study of Messina Province G. Randazzo et al.
41. Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data B. Ghassemi et al.
42. Remote Sensing-Enhanced Structural Equation Modeling for Evaluating the Health of Ancient Juglans regia L. in Tibetan Traditional Villages Q. Zhu et al.
43. Spatiotemporal patterns of water hyacinth dynamics as a response to seasonal climate variability in Lake Tana, Ethiopia T. Abebe et al.
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