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2,213 Results Found

  • Letter
  • Open Access
31 Citations
6,168 Views
14 Pages

Are There Sufficient Landsat Observations for Retrospective and Continuous Monitoring of Land Cover Changes in China?

  • Yan Zhou,
  • Jinwei Dong,
  • Jiyuan Liu,
  • Graciela Metternicht,
  • Wei Shen,
  • Nanshan You,
  • Guosong Zhao and
  • Xiangming Xiao

1 August 2019

Unprecedented human-induced land cover changes happened in China after the Reform and Opening-up in 1978, matching with the era of Landsat satellite series. However, it is still unknown whether Landsat data can effectively support retrospective analy...

  • Article
  • Open Access
76 Citations
8,149 Views
21 Pages

14 December 2020

Monitoring land use/land cover (LULC) change dynamics plays a crucial role in formulating strategies and policies for the effective planning and sustainable development of rapidly growing cities. Therefore, this study sought to integrate the cellular...

  • Article
  • Open Access
67 Citations
17,022 Views
21 Pages

MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data

  • Steffen Gebhardt,
  • Thilo Wehrmann,
  • Miguel Angel Muñoz Ruiz,
  • Pedro Maeda,
  • Jesse Bishop,
  • Matthias Schramm,
  • Rene Kopeinig,
  • Oliver Cartus,
  • Josef Kellndorfer and
  • Rainer Ressl
  • + 2 authors

30 April 2014

Estimating forest area at a national scale within the United Nations program of Reducing Emissions from Deforestation and Forest Degradation (REDD) is primarily based on land cover information using remote sensing technologies. Timely delivery for a...

  • Review
  • Open Access
125 Citations
22,849 Views
29 Pages

8 August 2023

This study aimed to provide a systematic overview of the progress made in utilizing remote sensing for assessing the impacts of land use and land cover (LULC) changes on water resources (quality and quantity). This review also addresses research gaps...

  • Comment
  • Open Access
10 Citations
6,842 Views
14 Pages

Comment on Gebhardt et al. MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data. Remote Sens. 2014, 6, 3923–3943

  • Jean-François Mas,
  • Stéphane Couturier,
  • Jaime Paneque-Gálvez,
  • Margaret Skutsch,
  • Azucena Pérez-Vega,
  • Miguel Angel Castillo-Santiago and
  • Gerardo Bocco

23 June 2016

Gebhardt et al. (2014) presented the Monitoring Activity Data for the Mexican REDD+ program (MAD-MEX), an automatic nation-wide land cover monitoring system for the Mexican REDD+ MRV. Though MAD-MEX represents a valuable first effort toward establish...

  • Article
  • Open Access
21 Citations
8,181 Views
18 Pages

Monitoring 60 Years of Land Cover Change in the Marathon Area, Greece

  • Apostolos Gaitanis,
  • Kleomenis Kalogeropoulos,
  • Vassilis Detsis and
  • Christos Chalkias

23 April 2015

This study deals with the landscape evolution reflected in the changes of land cover in the suburban area of Marathon, Attica, Greece. The study was based on remote sensing images covering the time period between 1945 and 2007. Several other types of...

  • Article
  • Open Access
42 Citations
8,809 Views
21 Pages

17 March 2014

For successful applications of microwave remote sensing endeavors it is essential to understand how surface targets respond to changing synthetic aperture radar (SAR) parameters. The purpose of the study is to examine how two particular parameters, a...

  • Article
  • Open Access
153 Citations
15,932 Views
24 Pages

Comparison of Global Land Cover Datasets for Cropland Monitoring

  • Ana Pérez-Hoyos,
  • Felix Rembold,
  • Hervé Kerdiles and
  • Javier Gallego

3 November 2017

Accurate and reliable information on the spatial distribution of major crops is needed for detecting possible production deficits with the aim of preventing food security crises and anticipating response planning. In this paper, we compared some of t...

  • Article
  • Open Access
5 Citations
2,711 Views
19 Pages

Monitoring Land Cover Change by Leveraging a Dynamic Service-Oriented Computing Model

  • Huaqiao Xing,
  • Haihang Wang,
  • Jinhua Zhang and
  • Dongyang Hou

27 January 2023

Land cover change (LCC) is increasingly affecting global climate change, energy cycle, carbon cycle, and water cycle, with far-reaching consequences to human well-being. Web service-based online change detection applications have bloomed over the pas...

  • Article
  • Open Access
26 Citations
5,595 Views
16 Pages

20 February 2020

The U.S. Geological Survey’s Land Change Monitoring, Assessment, and Projection (LCMAP) initiative involves detecting changes in land cover, use, and condition with the goal of producing land change information to improve the understanding of t...

  • Article
  • Open Access
39 Citations
5,579 Views
16 Pages

Monitoring Land Cover Change on a Rapidly Urbanizing Island Using Google Earth Engine

  • Lili Lin,
  • Zhenbang Hao,
  • Christopher J. Post,
  • Elena A. Mikhailova,
  • Kunyong Yu,
  • Liuqing Yang and
  • Jian Liu

20 October 2020

Island ecosystems are particularly susceptible to climate change and human activities. The change of land use and land cover (LULC) has considerable impacts on island ecosystems, and there is a critical need for a free and open-source tool for detect...

  • Article
  • Open Access
26 Citations
4,774 Views
14 Pages

8 March 2021

Land use/cover change (LUCC) has a crucial influence on ecosystem function, environmental change and decision support. Rapid and precise monitoring of land use/cover change information is essential for utilization and management of land resources. Th...

  • Article
  • Open Access
109 Citations
13,288 Views
23 Pages

Harmonizing and Combining Existing Land Cover/Land Use Datasets for Cropland Area Monitoring at the African Continental Scale

  • Christelle Vancutsem,
  • Eduardo Marinho,
  • François Kayitakire,
  • Linda See and
  • Steffen Fritz

24 December 2012

Mapping cropland areas is of great interest in diverse fields, from crop monitoring to climate change and food security. Recognizing the value of a reliable and harmonized crop mask that entirely covers the African continent, the objectives of this s...

  • Article
  • Open Access
99 Citations
14,214 Views
19 Pages

Land Cover Change Monitoring Using Landsat MSS/TM Satellite Image Data over West Africa between 1975 and 1990

  • Marian Vittek,
  • Andreas Brink,
  • Francois Donnay,
  • Dario Simonetti and
  • Baudouin Desclée

7 January 2014

Monitoring land cover changes from the 1970s in West Africa is important for assessing the dynamics between land cover types and understanding the anthropogenic impact during this period. Given the lack of historical land cover maps over such a large...

  • Article
  • Open Access
22 Citations
4,487 Views
13 Pages

20 March 2021

Frequent flooding worldwide, especially in grazing environments, requires mapping and monitoring grazing land cover and pasture quality to support land management. Although drones, satellite, and machine learning technologies can be used to map land...

  • Article
  • Open Access
34 Citations
6,712 Views
22 Pages

Monitoring Annual Land Use/Land Cover Change in the Tucson Metropolitan Area with Google Earth Engine (1986–2020)

  • Fabrice Dubertret,
  • François-Michel Le Tourneau,
  • Miguel L. Villarreal and
  • Laura M. Norman

28 April 2022

The Tucson metropolitan area, located in the Sonoran Desert of southeastern Arizona (USA), is affected by both massive population growth and rapid climate change, resulting in important land use and land cover (LULC) changes. As its fragile arid ecos...

  • Article
  • Open Access
18 Citations
5,199 Views
20 Pages

Monitoring Land Use/Land Cover and Landscape Pattern Changes at a Local Scale: A Case Study of Pyongyang, North Korea

  • Yong Piao,
  • Yi Xiao,
  • Fengdi Ma,
  • Sangjin Park,
  • Dongkun Lee,
  • Yongwon Mo,
  • Seunggyu Jeong,
  • Injae Hwang and
  • Yujin Kim

15 March 2023

One method of understanding landscape pattern changes is through an understanding of land use/land cover (LULC) changes, which are closely related to landscape pattern changes. Previous studies have monitored LULC changes across North Korea but did n...

  • Article
  • Open Access
77 Citations
13,707 Views
26 Pages

5 September 2020

Producing accurate land cover maps is time-consuming and estimating land cover changes between two generated maps is affected by error propagation. The increased availability of analysis-ready Earth Observation (EO) data and the access to big data an...

  • Article
  • Open Access
14 Citations
4,816 Views
19 Pages

12 December 2018

An object-based image analysis (OBIA) technique is replacing traditional pixel-based methods and setting a new standard for monitoring land-use/land-cover changes (LUCC). To date, however, studies have focused mainly on small-scale exploratory experi...

  • Article
  • Open Access
25 Citations
8,488 Views
30 Pages

High Resolution Land Cover Integrating Copernicus Products: A 2012–2020 Map of Italy

  • Paolo De Fioravante,
  • Andrea Strollo,
  • Francesca Assennato,
  • Ines Marinosci,
  • Luca Congedo and
  • Michele Munafò

26 December 2021

The study involved an in-depth analysis of the main land cover and land use data available nationwide for the Italian territory, in order to produce a reliable cartography for the evaluation of ecosystem services. In detail, data from the land monito...

  • Article
  • Open Access
6 Citations
2,912 Views
16 Pages

17 December 2020

Monitoring the relationship between the urban heat island (UHI) effect and land use/land cover (LULC) is of great significance in land use planning to adapt to climate change. However, the dynamic response of the UHI effect to LULC change over space...

  • Article
  • Open Access
8 Citations
3,111 Views
24 Pages

22 June 2023

The high exposure of coastal areas worldwide to natural and anthropogenic disasters emphasizes the relevance of disaster management processes that ensure a prompt damage detection and identification of affected areas. This paper aimed to develop a no...

  • Article
  • Open Access
19 Citations
4,290 Views
19 Pages

This paper investigates the possibility of applying light detection and ranging (LiDAR) point clouds and geographic information system (GIS) analyses for land use and land cover (LULC) change detection, mainly with a view to monitoring uncontrolled f...

  • Article
  • Open Access
159 Citations
12,786 Views
21 Pages

Spatial–temporal analysis of land-use/land-cover (LULC) change as well as the monitoring and modeling of urban expansion are essential for the planning and management of urban environments. Such environments reflect the economic conditions and qualit...

  • Communication
  • Open Access
12 Citations
3,795 Views
8 Pages

Toward a More Representative Monitoring of Land-Use and Land-Cover Dynamics: The Use of a Sample-Based Assessment through Augmented Visual Interpretation Using Open Foris Collect Earth

  • Danae Maniatis,
  • Daniel Dionisio,
  • Laura Guarnieri,
  • Giulio Marchi,
  • Danilo Mollicone,
  • Carmen Morales and
  • Alfonso Sanchez-Paus Díaz

20 October 2021

High-quality data for REDD+ monitoring, measurement, and reporting are critical for the continued success of REDD+ implementation and Results-Based Payments. Collect Earth is a free, user-friendly, and open-source software for land monitoring develop...

  • Article
  • Open Access
3 Citations
3,447 Views
24 Pages

An Alternative Method for the Generation of Consistent Mapping to Monitoring Land Cover Change: A Case Study of Guerrero State in Mexico

  • René Vázquez-Jiménez,
  • Raúl Romero-Calcerrada,
  • Rocío N. Ramos-Bernal,
  • Patricia Arrogante-Funes and
  • Carlos J. Novillo

12 July 2021

Land cover is crucial for ecosystems and human activities. Therefore, monitoring land cover changes has become relevant in recent years. This study proposes an alternative method based on conventional change detection techniques combined with maximum...

  • Article
  • Open Access
1 Citations
2,048 Views
21 Pages

23 May 2024

Recently, as global climate change and local disturbances such as wildfires continue, long- and short-term changes in the high-latitude vegetation systems have been observed in various studies. Although remote sensing technology using optical satelli...

  • Article
  • Open Access
9 Citations
3,982 Views
16 Pages

9 June 2022

Existing efforts to continuously monitor land cover change using satellite image time series have mostly focused on forested ecosystems in the tropics and the Northern Hemisphere. The notable difference in spectral reflectance that occurs following d...

  • Article
  • Open Access
1,463 Views
20 Pages

20 December 2024

Wetlands are dubbed the “kidneys of the earth” and are involved in climate regulation, carbon sequestration, ecological balance preservation, and reducing the surface water pollution. Ongoing economic development has introduced pressing c...

  • Article
  • Open Access
3 Citations
3,421 Views
30 Pages

Twenty Years of Land Accounts in Europe

  • Eva Ivits,
  • Erika Orlitova,
  • Roger Milego,
  • Gergely Maucha,
  • Barbara Kosztra,
  • Emanuele Mancosu,
  • Jaume Fons,
  • Mirko Gregor,
  • Manuel Löhnertz and
  • Gerard Hazeu

24 August 2024

Land use and its change impact food security, carbon cycling, biodiversity, and, hence, the condition of ecosystems to mitigate and adapt to climate change, support economic prosperity, and human well-being. To support and guide policy actions betwee...

  • Article
  • Open Access
21 Citations
3,285 Views
22 Pages

7 July 2023

Coal is the most prevalent energy source in China and plays an important role in ensuring energy security. The continuous monitoring of coal mining activities is helpful to clarify the incremental space of coal production and establish a rational fra...

  • Article
  • Open Access
17 Citations
4,815 Views
19 Pages

15 June 2019

Mediterranean coastal lagoons and their peripheral areas often provide a collection of habitats for many species, and they often face significant threats from anthropogenic activities. Diverse human activities in such areas directly affect the spatio...

  • Article
  • Open Access
20 Citations
11,459 Views
25 Pages

New JAXA High-Resolution Land Use/Land Cover Map for Vietnam Aiming for Natural Forest and Plantation Forest Monitoring

  • Thanh Tung Hoang,
  • Van Thinh Truong,
  • Masato Hayashi,
  • Takeo Tadono and
  • Kenlo Nishida Nasahara

21 August 2020

Highly detailed and accurate forest maps are important for various applications including forest monitoring, forestry policy, climate change, and biodiversity loss. This study demonstrates a comprehensive and geographically transferable approach to p...

  • Article
  • Open Access
9 Citations
3,943 Views
31 Pages

Monitoring Shoreline and Land Use/Land Cover Changes in Sandbanks Provincial Park Using Remote Sensing and Climate Data

  • Esmaeil Kouhgardi,
  • Mohammadali Hemati,
  • Elaheh Shakerdargah,
  • Hodjat Shiri and
  • Masoud Mahdianpari

8 November 2022

Climate change-driven forces and anthropogenic interventions have led to considerable changes in coastal zones and shoreline positions, resulting in coastal erosion or sedimentation. Shoreline change detection through cost-effective methods and easy-...

  • Article
  • Open Access
15 Citations
3,013 Views
18 Pages

Elaborate Monitoring of Land-Cover Changes in Cultural Landscapes at Heritage Sites Using Very High-Resolution Remote-Sensing Images

  • Yunwei Tang,
  • Fulong Chen,
  • Wei Yang,
  • Yanbin Ding,
  • Haoming Wan,
  • Zhongchang Sun and
  • Linhai Jing

25 January 2022

Insufficient data and imperfect methods are the main obstacles to realize Target 11.4 of the Sustainable Development Goals (SDGs). Very high-resolution (VHR) remote sensing provides a useful tool to elaborate monitor land-cover changes in cultural la...

  • Article
  • Open Access
59 Citations
5,917 Views
21 Pages

Land Use and Land Cover Change Monitoring and Prediction of a UNESCO World Heritage Site: Kaziranga Eco-Sensitive Zone Using Cellular Automata-Markov Model

  • Nityaranjan Nath,
  • Dhrubajyoti Sahariah,
  • Gowhar Meraj,
  • Jatan Debnath,
  • Pankaj Kumar,
  • Durlov Lahon,
  • Kesar Chand,
  • Majid Farooq,
  • Pankaj Chandan and
  • Suraj Kumar Singh
  • + 1 author

2 January 2023

The Kaziranga Eco-Sensitive Zone is located on the edge of the Eastern Himalayan biodiversity hotspot region. In 1985, the Kaziranga National Park (KNP) was declared a World Heritage Site by UNESCO. Nowadays, anthropogenic interference has created a...

  • Article
  • Open Access
17 Citations
6,404 Views
21 Pages

Monitoring Agricultural Land and Land Cover Change from 2001–2021 of the Chi River Basin, Thailand Using Multi-Temporal Landsat Data Based on Google Earth Engine

  • Savittri Ratanopad Suwanlee,
  • Surasak Keawsomsee,
  • Morakot Pengjunsang,
  • Nudthawud Homtong,
  • Amornchai Prakobya,
  • Enrico Borgogno-Mondino,
  • Filippo Sarvia and
  • Jaturong Som-ard

3 September 2023

In recent years, climate change has greatly affected agricultural activity, sustainability and production, making it difficult to conduct crop management and food security assessment. As a consequence, significant changes in agricultural land and lan...

  • Article
  • Open Access
25 Citations
6,712 Views
17 Pages

Linking Forest Cover to Water Quality: A Multivariate Analysis of Large Monitoring Datasets

  • Delphine Brogna,
  • Adrien Michez,
  • Sander Jacobs,
  • Marc Dufrêne,
  • Caroline Vincke and
  • Nicolas Dendoncker

1 March 2017

Forested catchments are generally assumed to provide higher quality water. However, this hypothesis must be validated in various contexts as interactions between multiple land use and land cover (LULC) types, ecological variables and water quality va...

  • Article
  • Open Access
5 Citations
4,087 Views
15 Pages

Historical Trajectory in Vegetation Cover in Northeastern Namibia Based on AVHRR Satellite Imagery (1982–2015)

  • Augustine-Moses Gaavwase Gbagir,
  • Yitagesu Tekle Tegegne and
  • Alfred Colpaert

28 October 2019

The negative impact of the reduction of vegetation cover is already being felt in the Zambezi Region in northeastern Namibia. The region has been undergoing various land cover changes in the past decades. To understand the historical trend of vegetat...

  • Article
  • Open Access
24 Citations
4,901 Views
20 Pages

Land Cover Mapping and Ecological Risk Assessment in the Context of Recent Ecological Migration

  • Tingting Zhang,
  • Zhenrong Du,
  • Jianyu Yang,
  • Xiaochuang Yao,
  • Cong Ou,
  • Bowen Niu and
  • Shuai Yan

3 April 2021

In order to protect the ecological environment and solve the poverty problem in the western region, China has established an ecological migration (EM) policy. This policy aims to relocate populations from poverty-stricken areas with fragile ecologica...

  • Technical Note
  • Open Access
11 Citations
4,370 Views
13 Pages

24 February 2021

Land cover change is the leading cause of global biodiversity decline. New satellite platforms allow for monitoring of habitats in increasingly fine detail, but most applications have been limited to forested ecosystems. I demonstrate the potential f...

  • Article
  • Open Access
17 Citations
6,941 Views
17 Pages

Remote Sensing Based Two-Stage Sampling for Accuracy Assessment and Area Estimation of Land Cover Changes

  • Heinz Gallaun,
  • Martin Steinegger,
  • Roland Wack,
  • Mathias Schardt,
  • Birgit Kornberger and
  • Ursula Schmitt

18 September 2015

Land cover change processes are accelerating at the regional to global level. The remote sensing community has developed reliable and robust methods for wall-to-wall mapping of land cover changes; however, land cover changes often occur at rates bel...

  • Article
  • Open Access
13 Citations
3,972 Views
16 Pages

30 August 2022

Understanding the change in hydrological response due to urban dynamics is important for better flood preparedness and future sustainable urban planning. This study investigated the influence of urban land cover change on spatiotemporal changes in fl...

  • Article
  • Open Access
11 Citations
4,552 Views
21 Pages

An Approach for Monitoring and Classifying Marshlands Using Multispectral Remote Sensing Imagery in Arid and Semi-Arid Regions

  • Sadiq Al-Maliki,
  • Taha I. M. Ibrahim,
  • Gusztáv Jakab,
  • Malihe Masoudi,
  • Jamal S. Makki and
  • Zoltán Vekerdy

10 May 2022

Marshlands in arid and semi-arid areas are considered constantly changing environments due to unsecured water supplies as a result of high evapotranspiration and limited and highly variable rainfall. Classification of marshlands in these regions and...

  • Article
  • Open Access
510 Views
17 Pages

14 November 2025

Accurate land cover mapping is essential for environmental monitoring and agricultural management. Sentinel-2 imagery, with high spatial resolution and open access, provides valuable opportunities for operational classification. Convolutional neural...

  • Article
  • Open Access
25 Citations
4,964 Views
20 Pages

Mapping Coastal Dune Landscape through Spectral Rao’s Q Temporal Diversity

  • Flavio Marzialetti,
  • Mirko Di Febbraro,
  • Marco Malavasi,
  • Silvia Giulio,
  • Alicia Teresa Rosario Acosta and
  • Maria Laura Carranza

18 July 2020

Coastal dunes are found at the boundary between continents and seas representing unique transitional mosaics hosting highly dynamic habitats undergoing substantial seasonal changes. Here, we implemented a land cover classification approach specifical...

  • Article
  • Open Access
22 Citations
7,282 Views
22 Pages

Transboundary Basins Need More Attention: Anthropogenic Impacts on Land Cover Changes in Aras River Basin, Monitoring and Prediction

  • Sajad Khoshnoodmotlagh,
  • Jochem Verrelst,
  • Alireza Daneshi,
  • Mohsen Mirzaei,
  • Hossein Azadi,
  • Mohammad Haghighi,
  • Masoud Hatamimanesh and
  • Safar Marofi

13 October 2020

Changes in land cover (LC) can alter the basin hydrology by affecting the evaporation, infiltration, and surface and subsurface flow processes, and ultimately affect river water quantity and quality. This study aimed to monitor and predict the LC com...

  • Article
  • Open Access
2,315 Views
28 Pages

7 July 2025

The change in the socio-political formation of Russia from a socialist planned system to a capitalist market system significantly influenced agriculture and one of its components—arable land. The loss of the sustainability of land management fo...

  • Article
  • Open Access
2 Citations
2,261 Views
22 Pages

Monitoring Grassland Growth Based on Consistency-Corrected Remote Sensing Image

  • Yuejuan Ren,
  • Qingke Wen,
  • Fengjiang Xi,
  • Xiaosan Ge,
  • Yixin Yuan and
  • Bo Hu

13 April 2023

Monitoring grassland growth in large areas usually needs multiple images from different sensors or on different dates to cover the study area completely. Images from different sensors or on different dates need consistency correction to eliminate the...

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