Sentinel-2 Data for Land Cover/Use Mapping: A Review

The advancement in satellite remote sensing technology has revolutionised the approaches to monitoring the Earth’s surface. The development of the Copernicus Programme by the European Space Agency (ESA) and the European Union (EU) has contributed to the effective monitoring of the Earth’s surface by...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Remote Sensing
المؤلفون الرئيسيون:	Darius Phiri, Matamyo Simwanda, Serajis Salekin, Vincent R. Nyirenda, Yuji Murayama, Manjula Ranagalage
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2020-07-01
الموضوعات:	Sentinel-2 ESA land cover/use remote sensing classification
الوصول للمادة أونلاين:	https://www.mdpi.com/2072-4292/12/14/2291

مواد مشابهة

Decision Tree Algorithms for Developing Rulesets for Object-Based Land Cover Classification
حسب: Darius Phiri, وآخرون
منشور في: (2020-05-01)

Spatial Analysis of Urbanization Patterns in Four Rapidly Growing South Asian Cities Using Sentinel-2 Data
حسب: Manjula Ranagalage, وآخرون
منشور في: (2021-04-01)

Simulating Scenarios of Future Intra-Urban Land-Use Expansion Based on the Neural Network–Markov Model: A Case Study of Lusaka, Zambia
حسب: Matamyo Simwanda, وآخرون
منشور في: (2021-03-01)

Spatiotemporal Patterns of Agriculture Expansion Intensity and Land-Use/Cover Changes in the Mixed Urban-Rural Upper Kafue River Basin of Zambia (1989–2019)
حسب: Rudo V. Denga, وآخرون
منشور في: (2025-05-01)

Performance of Global Land Use Land Cover Products for Southwest China Karst
حسب: Chunhua Zhang, وآخرون
منشور في: (2026-05-01)

Thematic Comparison between ESA WorldCover 2020 Land Cover Product and a National Land Use Land Cover Map
حسب: Diogo Duarte, وآخرون
منشور في: (2023-02-01)

Contribution of Land Cover Classification Results Based on Sentinel-1 and 2 to the Accreditation of Wetland Cities
حسب: Xiaoya Wang, وآخرون
منشور في: (2023-02-01)

Spatial Forecasting of the Landscape in Rapidly Urbanizing Hill Stations of South Asia: A Case Study of Nuwara Eliya, Sri Lanka (1996–2037)
حسب: Manjula Ranagalage, وآخرون
منشور في: (2019-07-01)

Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset
حسب: Romain Wenger, وآخرون
منشور في: (2022-12-01)

Seasonal Land Use and Land Cover Mapping in South American Agricultural Watersheds Using Multisource Remote Sensing: The Case of Cuenca Laguna Merín, Uruguay
حسب: Giancarlo Alciaturi, وآخرون
منشور في: (2025-01-01)

Rodent Assemblages in the Mosaic of Habitat Types in the Zambezian Bioregion
حسب: Vincent R. Nyirenda, وآخرون
منشور في: (2020-09-01)

Integrating Sentinel-2 Land-Cover Classification with Peatland GHG Assessment in Latvia
حسب: Maksims Feofilovs, وآخرون
منشور في: (2026-04-01)

Combining readily available population and land cover maps to generate non-residential built-up labels to train Sentinel-2 image segmentation models
حسب: Diogo Duarte, وآخرون
منشور في: (2024-12-01)

Land Cover Mapping with Convolutional Neural Networks Using Sentinel-2 Images: Case Study of Rome
حسب: Giulia Cecili, وآخرون
منشور في: (2023-04-01)

Integration of Sentinel-1 and Sentinel-2 Data for Ground Truth Sample Migration for Multi-Temporal Land Cover Mapping
حسب: Meysam Moharrami, وآخرون
منشور في: (2024-04-01)

Can a Hierarchical Classification of Sentinel-2 Data Improve Land Cover Mapping?
حسب: Adam Waśniewski, وآخرون
منشور في: (2022-02-01)

Land cover degradation in the reference and monitoring periods of the SDG Land Degradation Neutrality Indicator for Switzerland
حسب: Valentin Bär, وآخرون
منشور في: (2023-07-01)

Multiclass Land Use and Land Cover Classification of Andean Sub-Basins in Colombia with Sentinel-2 and Deep Learning
حسب: Darwin Alexis Arrechea-Castillo, وآخرون
منشور في: (2023-05-01)

Fusion of Sentinel-1A and Sentinel-2A data for land cover mapping: a case study in the lower Magdalena region, Colombia
حسب: Nicola Clerici, وآخرون
منشور في: (2017-11-01)

Multi-Tier Land Use and Land Cover Mapping Framework and Its Application in Urbanization Analysis in Three African Countries
حسب: Shahriar Shah Heydari, وآخرون
منشور في: (2024-07-01)

Using Standardized Time Series Land Cover Maps to Monitor the SDG Indicator “Mountain Green Cover Index” and Assess Its Sensitivity to Vegetation Dynamics
حسب: Lorenzo De Simone, وآخرون
منشور في: (2021-06-01)

Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data
حسب: Temesgen Alemayehu Abera, وآخرون
منشور في: (2022-03-01)

Terrain-Dependent Effects of SAR Speckle Filtering on Land Cover Classification Using Sentinel-1
حسب: Ľubomír Kseňak, وآخرون
منشور في: (2026-05-01)

Improving Urban Land Cover Classification with Combined Use of Sentinel-2 and Sentinel-1 Imagery
حسب: Bin Hu, وآخرون
منشور في: (2021-08-01)

PlanetScope, Sentinel-2, and Sentinel-1 Data Integration for Object-Based Land Cover Classification in Google Earth Engine
حسب: Marco Vizzari
منشور في: (2022-05-01)

Assessment of ensemble learning for object-based land cover mapping using multi-temporal Sentinel-1/2 images
حسب: Suchen Xu, وآخرون
منشور في: (2023-03-01)

Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data
حسب: Abdulhakim Mohamed Abdi
منشور في: (2020-01-01)

Estimating Fractional Land Cover Using Sentinel-2 and Multi-Source Data with Traditional Machine Learning and Deep Learning Approaches
حسب: Sergio Sierra, وآخرون
منشور في: (2025-10-01)

Mapping Cover Crops and Winter Land Cover in Michigan Using Sentinel-1 and Sentinel-2 Imagery and Google Earth Engine
حسب: Yiwen Shao, وآخرون
منشور في: (2026-06-01)

Forest Land Cover Mapping at a Regional Scale Using Multi-Temporal Sentinel-2 Imagery and RF Models
حسب: Laura Alonso, وآخرون
منشور في: (2021-06-01)

An evaluation of the Land Cover Classification Product <i>Sentinel 2 Prototype Land Cover 20 m Map of Africa 2016</i> for Namibia
حسب: M Andernach, وآخرون
منشور في: (2020-02-01)

Integration of Sentinel-1 and Sentinel-2 Data with the G-SMOTE Technique for Boosting Land Cover Classification Accuracy
حسب: Hamid Ebrahimy, وآخرون
منشور في: (2021-11-01)

Landsat8 vs. Sentinel-2: Land Use / Land Cover Change mapping for Karbala Governorate, Iraq, 2017 and 2021
حسب: Enas Riyadh Wdaah, وآخرون
منشور في: (2022-08-01)

Land Use and Land Cover Influence on Sentinel-2 Aerosol Optical Depth below City Scales over Beijing
حسب: Yue Yang, وآخرون
منشور في: (2022-09-01)

Land Cover Mapping Using Sentinel-1 SAR Satellite Imagery of Lagos State for 2017
حسب: Esther O. Makinde, وآخرون
منشور في: (2018-10-01)

An intercomparison of national and global land use and land cover products for Fiji
حسب: Kevin P. Davies, وآخرون
منشور في: (2024-12-01)

Image Classification and Land Cover Mapping Using Sentinel-2 Imagery: Optimization of SVM Parameters
حسب: Saleh Yousefi, وآخرون
منشور في: (2022-06-01)

The Operational and Climate Land Surface Temperature Products from the Sea and Land Surface Temperature Radiometers on Sentinel-3A and 3B
حسب: Darren Ghent, وآخرون
منشور في: (2024-09-01)

Application of SAR to Delineate Peatland from Other Land Cover and Assess Relative Condition in Relation to Surface Moisture
حسب: Sean Jarrett, وآخرون
منشور في: (2025-08-01)

A Possible Land Cover EAGLE Approach to Overcome Remote Sensing Limitations in the Alps Based on Sentinel-1 and Sentinel-2: The Case of Aosta Valley (NW Italy)
حسب: Tommaso Orusa, وآخرون
منشور في: (2022-12-01)