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

35 citations as recorded by crossref.

1. Evaluation of Accuracy Enhancement in European-Wide Crop Type Mapping by Combining Optical and Microwave Time Series B. Ghassemi et al. 10.3390/land11091397
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 10.3390/rs13234922
3. 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 10.3390/s18010018
4. Assessing biomass and primary production of microphytobenthos in depositional coastal systems using spectral information P. Jacobs et al. 10.1371/journal.pone.0246012
5. Potential of Landsat-8 and Sentinel-2A composite for land use land cover analysis D. Varade et al. 10.1080/10106049.2018.1497096
6. Introducing ARTMO’s Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape M. Aghababaei et al. 10.3390/rs14184452
7. Can a Hierarchical Classification of Sentinel-2 Data Improve Land Cover Mapping? A. Waśniewski et al. 10.3390/rs14040989
8. Water Information Extraction Based on Multi-Model RF Algorithm and Sentinel-2 Image Data Z. Jiang et al. 10.3390/su14073797
9. Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms M. Aghababaei et al. 10.3390/rs13173433
10. Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan J. Yuan et al. 10.1109/JSTARS.2022.3174412
11. Land use and land cover classification from satellite images based on ensemble machine learning and crowdsourcing data verification S. Puttinaovarat et al. 10.1080/23729333.2023.2166252
12. Surface Soil Moisture Determination of Irrigated and Drained Agricultural Lands with the OPTRAM Method and Sentinel-2 Observations T. Stańczyk et al. 10.3390/rs15235576
13. Machine Learning Approaches for Developing Land Cover Mapping A. Alzahrani et al. 10.1155/2022/5190193
14. Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images O. Narin & S. Abdikan 10.1080/10106049.2020.1765886
15. Application of Sentinel-2 and EnMAP new satellite data to the mapping of alpine vegetation of the Karkonosze Mountains M. Jędrych et al. 10.1515/pcr-2017-0011
16. Estimation of forest development stage and crown closure using different classification methods and satellite images: A case study from Turkey S. Bulut et al. 10.17221/127/2018-JFS
17. Fire regime attributes shape pre-fire vegetation characteristics controlling extreme fire behavior under different bioregions in Spain D. Beltrán-Marcos et al. 10.1186/s42408-024-00276-w
18. 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. 10.3390/rs12121912
19. 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. 10.3390/land7040154
20. Testing the Applicability and Credibility of the High Conservation Value Forest (HCVF) Toolkit: A Systematic Global Review B. Abbasnezhad & J. Abrams 10.1007/s11842-022-09510-2
21. Land Cover Mapping and Change Analysis Using Optimized Random Forest Classifier Incorporating Fusion of Texture and Gabor Features A. Kumar & R. Garg 10.1007/s42979-023-02111-6
22. Spatio-temporal distribution of Vachellia stuhlmannii (Taub.) in Venetia-Limpopo nature reserve – SPOT-imagery S. Nkosi et al. 10.1080/0035919X.2022.2036263
23. Mapping Floristic Composition Using Sentinel-2A and a Case Study Evaluation of Its Application in Elephant Movement Ecology in Sagalla, Kenya G. Mugo et al. 10.3390/rs14215386
24. Estimating Reservoir Sedimentation Rates and Storage Capacity Losses Using High‐Resolution Sentinel‐2 Satellite and Water Level Data F. Yao et al. 10.1029/2023GL103524
25. Improving land use land cover mapping of a neural network with three optimizers of multi-verse optimizer, genetic algorithm, and derivative-free function A. Jamali 10.1016/j.ejrs.2020.07.001
26. 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. 10.3390/rs15020312
27. Land Cover Mapping Using GIS and Remote Sensing Databases for Al Baha Region Saudi Arabia R. Shrahily et al. 10.3390/app12168115
28. 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. 10.3390/rs12091367
29. Consistent Long-Term Monthly Coastal Wetland Vegetation Monitoring Using a Virtual Satellite Constellation S. Tahsin et al. 10.3390/rs13030438
30. Development of a Rapid Mangrove Zonation Mapping Workflow Using Sentinel 2-Derived Indices and Biophysical Dataset A. Baloloy et al. 10.3389/frsen.2021.730238
31. Development of the spectral forest index in the Khangai region, Mongolia using Sentinel-2 imagery B. Norovsuren et al. 10.1080/21580103.2022.2153928
32. Does building development in Dhaka comply with land use zoning? An analysis using nighttime light and digital building heights M. Rahman et al. 10.1007/s11625-021-00923-0
33. Mapping of Sicilian Pocket Beaches Land Use/Land Cover with Sentinel-2 Imagery: A Case Study of Messina Province G. Randazzo et al. 10.3390/land10070678
34. 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. 10.3390/rs14030541
35. Spatiotemporal patterns of water hyacinth dynamics as a response to seasonal climate variability in Lake Tana, Ethiopia T. Abebe et al. 10.1007/s13201-023-01975-6