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Scale Effect of Land Cover Classification from Multi-Resolution Satellite Remote Sensing Data [PDF]
Sensors, 2023 Land cover data are important basic data for earth system science and other fields. Multi-source remote sensing images have become the main data source for land cover classification. There are still many uncertainties in the scale effect of image spatial
Runxiang Li +3 more
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Land-Cover Classification Using MaxEnt: Can We Trust in Model Quality Metrics for Estimating Classification Accuracy? [PDF]
Entropy, 2020 MaxEnt is a popular maximum entropy-based algorithm originally developed for modelling species distribution, but increasingly used for land-cover classification.
Narkis S. Morales +1 more
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An inclusive classification optimization model for land use and land cover classification. [PDF]
Sci RepThe inclusive classification optimization model (ICOM) is an advanced fusion model specifically designed for large-scale land use and land cover classification. It automatically derives training samples from the intersection areas of five available top-tier classification products, and validation samples from their union areas. The reconciliation index
Ma L, Li X, Hou J.
europepmc +4 more sources
Land Cover Image Classification [PDF]
Comment: 7 pages, 4 figures, 1 table, published in ...
Antonio Rangel +3 more
openalex +3 more sources
Land Cover and Land Use in Uruguay Using Land Cover Classification System Methodology
LandMapping land cover in Uruguay is essential to meet the growing demand for accurate data to support sustainable development policies and manage natural resources, while also addressing the United Nations Sustainable Development Goals (SDGs) and other ...
Ana Alvarez Gebelin +3 more
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Land cover classification for Siberia leveraging diverse global land cover datasets
Progress in Earth and Planetary ScienceUnderstanding the land cover is crucial to comprehending the functioning of the Earth’s system. The land cover of Siberia is characterized by uncertainty because it is wide-ranging and comprises various classification types.
Munseon Beak +6 more
doaj +2 more sources
GLOBAL LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PROSUCTS [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2016 The objective of this study is to develop high accuracy land cover classification algorithm for Global scale by using multi-temporal MODIS land reflectance products.
K. Fukue, H. Shimoda
doaj +6 more sources
Remote Sensing, 2022 Land cover type is a key parameter for simulating surface processes in many land surface models (LSMs). Currently, the widely used global remote sensing land cover products cannot meet the requirements of LSMs for classification systems, physical ...
Anqi Huang +5 more
doaj +1 more source
Targeted Land-Cover Classification [PDF]
IEEE Transactions on Geoscience and Remote Sensing, 2014 This paper addresses a specific typology of land-cover classification problems, hereinafter referred to as “targeted land-cover classification,” where the objective is the identification of only one or few specific “targeted” land-cover classes of interest, disregarding all the other potential classes present in the area under analysis.
Marconcini, Mattia +2 more
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Can a Hierarchical Classification of Sentinel-2 Data Improve Land Cover Mapping?
Remote Sensing, 2022 Monitoring of land cover plays an important role in effective environmental management, assessment of natural resources, environmental protection, urban planning and sustainable development.
Adam Waśniewski +2 more
doaj +1 more source