Land Use/Land Cover Mapping Changes Using Earth Observations Techniques

A special issue of Land (ISSN 2073-445X). This special issue belongs to the section "Land – Observation and Monitoring".

Deadline for manuscript submissions: 28 February 2026 | Viewed by 1022

Special Issue Editors


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Guest Editor
Facultad de Ingeniería, Universidad San Sebastián, Lientur 1457, Concepción 4030000, Chile
Interests: remote sensing; machine learning; land surfaces

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Guest Editor
INRAE, Bordeaux Sciences Agro, UMR 1391 ISPA, 33140 Villenave-d’Ornon, France
Interests: remote sensing; land cover change; deforestation

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Guest Editor
Géosciences Environnement Toulouse, UMR 5563, Université de Toulouse, CNRS-IRD-OMP-CNES, 31000 Toulouse, France
Interests: remote sensing; climatology
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Special Issue Information

Dear Colleagues,

Land use and land cover (LULC) changes are of essential importance for urban planning, environmental management, and sustainable development. Deforestation and urban expansion are LULC changes that have significant impacts on global climate change, water distribution, surface processes, and resource management. Furthermore, climate change is exacerbating these changes by altering precipitation patterns, increasing the frequency of extreme weather events, and affecting biodiversity and ecosystems. Understanding these changes is essential for regional planning and ecosystem conservation. Reliable LULC data are essential for studies on various environmental and socio-economic issues such as migration, droughts, floods, and climate change. Therefore, accuracy in detecting and analysing these changes is very important for resource management and the mitigation of environmental impacts. In recent years, remote sensing has been identified as a crucial tool to determine LULC and monitor its changes.

The goal of this Special Issue is to collect papers (original research articles and review papers) that give insights into how Earth Observations (EO) are essential for LULC and LULC changes.

This Special Issue welcomes manuscripts that cover the following themes:

  • New techniques to characterise LULC and its changes;
  • New types of EO and/or original combinations of EO to improve LULC estimates and their dynamics;
  • Original studies on LULC/LULC changes and their relationships with climate and/or anthropogenisation.

We look forward to receiving your original research articles and reviews.

Dr. Frédéric Frappart
Dr. Lien Rodríguez López
Dr. Bertrand Ygorra
Dr. Luc Bourrel
Guest Editors

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Keywords

  • land use
  • land cover
  • land use and land cover dynamics
  • passive and active remote sensing
  • artificial intelligence
  • spatio-temporal dynamics

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Published Papers (2 papers)

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Research

24 pages, 6224 KiB  
Article
Mapping Habitat Suitability of Migratory Birds During Extreme Drought of Large Lake Wetlands: Insights from Crowdsourced Geographic Data
by Xinggen Liu, Lyu Yuan, Zhiwen Li, Yuanyuan Huang and Yulan Li
Land 2025, 14(6), 1236; https://doi.org/10.3390/land14061236 - 9 Jun 2025
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Abstract
Comprehending the alterations in wintering grounds of migratory birds amid global change and anthropogenic influences is pivotal for advancing wetland sustainability and ensuring avian conservation. Frequent extreme droughts in the middle and lower Yangtze River region of China have posed severe ecological and [...] Read more.
Comprehending the alterations in wintering grounds of migratory birds amid global change and anthropogenic influences is pivotal for advancing wetland sustainability and ensuring avian conservation. Frequent extreme droughts in the middle and lower Yangtze River region of China have posed severe ecological and socio-economic dilemmas. The integration of internet-derived, crowdsourced geographic data with remote-sensing imagery now facilitates assessments of these avian habitats. Poyang Lake, China’s largest freshwater body, suffered an unprecedented drought in 2022, offering a unique case study on avian habitat responses to climate extremes. By harnessing social and online platforms’ media reports, we analyzed the types, attributes and proportions of migratory bird habitats. This crowdsourced geographic information, corroborated by Sentinel-2 optical remote-sensing imagery, elucidated the suitability and transformations of these habitats under drought stress. Our findings revealed marked variations in habitat preferences among bird species, largely attributable to divergent feeding ecologies and behavioral patterns. Dominantly, shallow waters emerged as the most favored habitat, succeeded by mudflats and grasslands. Remote-sensing analyses disclosed a stark 60% reduction in optimal habitat area during the drought phase, paralleled by a 1.5-fold increase in unsuitable habitat areas compared to baseline periods. These prime habitats were chiefly localized in Poyang Lake’s western sub-lakes. The extreme drought precipitated a drastic contraction in suitable habitat extent and heightened fragmentation. Our study underscores the value of crowdsourced geographic information in assessing habitat suitability for migratory birds. Retaining sub-lake water surfaces within large river or lake floodplains during extreme droughts emerges as a key strategy to buffer the impacts of hydrological extremes on avian habitats. This research contributes to refining conservation strategies and promoting adaptive management practices of wetlands in the face of climate change. Full article
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24 pages, 39934 KiB  
Article
Influence of Avocado Plantations as Driver of Land Use and Land Cover Change in Chile’s Aconcagua Basin
by Iongel Duran-Llacer, Andrés A. Salazar, Pedro Mondaca, Lien Rodríguez-López, Rebeca Martínez-Retureta, Francisco Zambrano, Fabian Llanos and Frederic Frappart
Land 2025, 14(4), 750; https://doi.org/10.3390/land14040750 - 1 Apr 2025
Cited by 1 | Viewed by 764
Abstract
Land use and land cover (LULC) change is a dynamic process influenced by various factors, including agricultural expansion. In Chile’s Aconcagua Basin, avocado plantations are potentially driving territorial transformations. However, current land cover data lacks the resolution required to accurately assess this impact. [...] Read more.
Land use and land cover (LULC) change is a dynamic process influenced by various factors, including agricultural expansion. In Chile’s Aconcagua Basin, avocado plantations are potentially driving territorial transformations. However, current land cover data lacks the resolution required to accurately assess this impact. Accordingly, our study used advanced geospatial analysis techniques to address this gap. Through a detailed analysis of the spatial and temporal changes, it was determined that the most significant expansion of avocado plantations occurred between 2003 and 2013, with an increase of 402%. This growth primarily took place at the expense of native vegetation, particularly sclerophyllous shrubland, as well as other agricultural lands, near agricultural and urban lands. By 2023, changes in avocado plantation were significantly slower, with minimal alterations in LULC (5%), suggesting a possible influence of drought on small-scale farmers. However, the small loss of avocado plantation was mainly replaced by fruit farm land. Moreover, our findings suggest that while avocado plantations have become larger, more dominant, and more isolated, native vegetation has become more fragmented and reduced in patch size. Based on these results, sustainable land management practices were proposed. These findings provide a crucial foundation for developing sustainable land management strategies that balance agricultural production with environmental sustainability, landscape transformation and the well-being of local communities. Full article
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