Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives

Y Himeur, B Rimal, A Tiwary, A Amira - Information Fusion, 2022 - Elsevier
Analyzing satellite images and remote sensing (RS) data using artificial intelligence (AI)
tools and data fusion strategies has recently opened new perspectives for environmental …

A synthesis of land use/land cover studies: Definitions, classification systems, meta-studies, challenges and knowledge gaps on a global landscape

R Nedd, K Light, M Owens, N James, E Johnson… - Land, 2021 - mdpi.com
Land is a natural resource that humans have utilized for life and various activities. Land
use/land cover change (LULCC) has been of great concern to many countries over the …

GLC_FCS30: Global land-cover product with fine classification system at 30 m using time-series Landsat imagery

X Zhang, L Liu, X Chen, Y Gao… - Earth System Science …, 2020 - essd.copernicus.org
Over past decades, a lot of global land-cover products have been released; however, these
still lack a global land-cover map with a fine classification system and spatial resolution …

Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated …

A Ghorbanian, M Kakooei, M Amani, S Mahdavi… - ISPRS Journal of …, 2020 - Elsevier
Accurate information about the location, extent, and type of Land Cover (LC) is essential for
various applications. The only recent available country-wide LC map of Iran was generated …

[HTML][HTML] A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud …

P Teluguntla, PS Thenkabail, A Oliphant… - ISPRS journal of …, 2018 - Elsevier
Map** high resolution (30-m or better) cropland extent over very large areas such as
continents or large countries or regions accurately, precisely, repeatedly, and rapidly is of …

[HTML][HTML] Estimate provincial-level effectiveness of the arable land requisition-compensation balance policy in mainland China in the last 20 years

C Liu, C Song, S Ye, F Cheng, L Zhang, C Li - Land Use Policy, 2023 - Elsevier
The “requisition-compensation balance policy” is a basic arable land protection policy
promulgated by the Chinese government to maintain the dynamic balance of the total arable …

Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform

X Zhang, L Liu, C Wu, X Chen, Y Gao… - Earth System …, 2020 - essd.copernicus.org
The amount of impervious surface is an important indicator in the monitoring of the intensity
of human activity and environmental change. The use of remote sensing techniques is the …

[HTML][HTML] Finer-resolution map** of global land cover: Recent developments, consistency analysis, and prospects

L Liu, X Zhang, Y Gao, X Chen, X Shuai… - Journal of Remote …, 2021 - spj.science.org
Land-cover map** is one of the foundations of Earth science. As a result of the combined
efforts of many scientists, numerous global land-cover (GLC) products with a resolution of 30 …

[HTML][HTML] Spatial pattern of cultivated land fragmentation in mainland China: Characteristics, dominant factors, and countermeasures

S Ye, S Ren, C Song, Z Du, K Wang, B Du, F Cheng… - Land Use Policy, 2024 - Elsevier
Systematically recognizing spatial patterns and driving factors of cultivated land
fragmentation is of great significance for the exploration of locally appropriate path to relieve …

A review of regional and Global scale Land Use/Land Cover (LULC) map** products generated from satellite remote sensing

Y Wang, Y Sun, X Cao, Y Wang, W Zhang… - ISPRS Journal of …, 2023 - Elsevier
Abstract Land Use and Land Cover (LULC) map** products are essential for various
environmental studies, including ecological environmental assessments, resource …