Land Cover Classification Techniques

This research area highlights methodologies for the classification of land cover using remote sensing data. It involves innovations in classification accuracy assessments and applications of machine learning algorithms for land use monitoring.

Land Cover Classification
Remote Sensing
Accuracy Assessment
Machine Learning
Environmental Monitoring
Land Use
Global Climate

72,810 papers

Parent topic: Remote Sensing Land Analysis

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Papers Over Time

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Top Papers

Very High Resolution Interpolated Climate Surfaces For Global Land Areas

2005 · 15,768 citations

A Review Of Assessing The Accuracy Of Classifications Of Remotely Sensed Data

1991 · 5,298 citations

Random Forest In Remote Sensing: A Review Of Applications And Future Directions

2016 · 4,398 citations

Modification Of Normalised Difference Water Index (NDWI) To Enhance Open Water Features In Remotely Sensed Imagery

2006 · 3,778 citations

Status Of Land Cover Classification Accuracy Assessment

2002 · 3,143 citations

‘Structure-from-Motion’ Photogrammetry: A Low-Cost, Effective Tool For Geoscience Applications

2012 · 2,779 citations

Review Article Digital Change Detection Techniques Using Remotely-Sensed Data

1989 · 2,635 citations

On Digital Soil Mapping

2003 · 2,614 citations

Random Forest Classifier For Remote Sensing Classification

2005 · 2,401 citations

Global Land Cover Mapping From MODIS: Algorithms And Early Results

2002 · 2,155 citations

Status And Distribution Of Mangrove Forests Of The World Using Earth Observation Satellite Data

2010 · 2,116 citations

An Assessment Of The Effectiveness Of A Random Forest Classifier For Land-Cover Classification

2012 · 2,081 citations

Good Practices For Estimating Area And Assessing Accuracy Of Land Change

2014 · 2,023 citations

Development Of A Global Land Cover Characteristics Database And IGBP DISCover From 1 Km AVHRR Data

2000 · 1,987 citations

A Land Use And Land Cover Classification System For Use With Remote Sensor Data

1976 · 1,877 citations

Global Land Cover Classification At 1 Km Spatial Resolution Using A Classification Tree Approach

2000 · 1,875 citations

Multi-resolution, Object-Oriented Fuzzy Analysis Of Remote Sensing Data For GIS-ready Information

2004 · 1,874 citations

ERA5-Land: A State-Of-The-Art Global Reanalysis Dataset For Land Applications

2021 · 1,856 citations

Use Of Normalized Difference Built-Up Index In Automatically Mapping Urban Areas From TM Imagery

2003 · 1,809 citations

Landsat-8: Science And Product Vision For Terrestrial Global Change Research

2014 · 1,759 citations