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7,632 Results Found

  • Article
  • Open Access
16 Citations
5,856 Views
17 Pages

24 April 2023

Studies of long-term land-use changes can reveal significant results about land use in the past and lead to the main causes of these changes being revealed. We georeferenced 27 selected sheets from 1846–1872 topographical maps of the Russian Em...

(This article belongs to the Special Issue Urban and Rural Land Use, Landscape and Sustainability)
  • Article
  • Open Access
11 Citations
2,928 Views
15 Pages

13 June 2023

Land use and land cover (LULC) strongly influence soil erosion/sediment yield, and predicting changes in soil erosion is an important management strategy. Tracing the Earth’s past also helps us better understand the future evolution of the land...

(This article belongs to the Special Issue Soil Erosion and Its Response to Vegetation Restoration)
  • Article
  • Open Access
11 Citations
5,174 Views
21 Pages

Methodology for Precision Land Use Mapping towards Sustainable Urbanized Land Development

  • Patrycja Szarek-Iwaniuk,
  • Agnieszka Dawidowicz and
  • Adam Senetra

Land-use/land cover maps constitute one of the key sources of information on urban space. To address the problems associated with the lack of timely and detailed land-use maps, the authors have developed a universal methodological approach for monito...

(This article belongs to the Special Issue Land System – Ecological Process Interactions)
  • Article
  • Open Access
31 Citations
10,600 Views
45 Pages

5 December 2022

Floods are one of the most dangerous water-related risks. Numerous sources of uncertainty affect flood modeling. High-resolution land-cover maps along with appropriate Manning’s roughness values are the most significant parameters for building an acc...

(This article belongs to the Special Issue The Impact of Climate Change and Land Use on Water Resources)
  • Article
  • Open Access
15 Citations
4,138 Views
29 Pages

Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping

  • Martina Pastorino,
  • Federico Gallo,
  • Angela Di Febbraro,
  • Gabriele Moser and ,
  • Nicola Sacco and
  • Sebastiano B. Serpico
  • + 1 author+ 0 author

13 July 2022

This paper aims at exploring the potentiality of the multimodal fusion of remote sensing imagery with information coming from mobility demand data in the framework of land-use mapping in urban areas. After a discussion on the function of mobility dem...

(This article belongs to the Special Issue Urban Sensing Methods and Technologies)
  • Article
  • Open Access
79 Citations
14,267 Views
22 Pages

Generating Up-to-Date and Detailed Land Use and Land Cover Maps Using OpenStreetMap and GlobeLand30

  • Cidália Costa Fonte,
  • Marco Minghini,
  • Joaquim Patriarca,
  • Vyron Antoniou and ,
  • Linda See and
  • Andriani Skopeliti
  • + 1 author+ 0 author

With the opening up of the Landsat archive, global high resolution land cover maps have begun to appear. However, they often have only a small number of high level land cover classes and they are static products, corresponding to a particular period...

(This article belongs to the Special Issue Volunteered Geographic Information)
  • Review
  • Open Access
389 Views
17 Pages

11 September 2026

Maps actively produce places by highlighting certain features, prioritizing specific values, and downplaying others. Different mapping approaches are thus not only analytical but also carry profound political implications. Wilderness mapping, in part...

(This article belongs to the Section Land Socio-Economic and Political Issues)
  • Article
  • Open Access
112 Citations
8,968 Views
16 Pages

Accurate urban land-use mapping is a challenging task in the remote-sensing field. With the availability of diverse remote sensors, synthetic use and integration of multisource data provides an opportunity for improving urban land-use classification...

(This article belongs to the Special Issue Multi-Source Geoinformation Fusion)
  • Article
  • Open Access
15 Citations
7,764 Views
21 Pages

Designing an Experiment to Investigate Subpixel Mapping as an Alternative Method to Obtain Land Use/Land Cover Maps

  • Yong Ge,
  • Yu Jiang,
  • Yuehong Chen,
  • Alfred Stein and ,
  • Dong Jiang and
  • Yuanxin Jia
  • + 1 author+ 0 author

26 April 2016

Various subpixel mapping (SPM) methods have been proposed as downscaling techniques to reduce uncertainty in classifying mixed pixels. Such methods can provide category maps of a higher spatial resolution than the original input images. The aim of th...

  • Article
  • Open Access
46 Citations
7,595 Views
20 Pages

The Cellular Automata Markov model combines the cellular automata (CA) model’s ability to simulate the spatial variation of complex systems and the long-term prediction of the Markov model. In this research, we designed a parallel CA-Markov mod...

(This article belongs to the Special Issue Big Data Computing for Geospatial Applications)
  • Article
  • Open Access
2 Citations
4,665 Views
16 Pages

Land Use Thematic Maps Recommendation Based on Pan-Map Visualization Dimension Theory

  • Yebin Chen,
  • Zhicheng Shi,
  • Yaxing Li,
  • Dezhi Han and ,
  • Minmin Li and
  • Zhigang Zhao
  • + 1 author+ 0 author

29 August 2024

In the era of information and communication technology (ICT), the advancement of science and technology has led to a trend of diversification in map representation. However, the lack of professional knowledge means that there is still a challenge in...

(This article belongs to the Special Issue Recent Progress in RS&GIS-Based Urban Planning)
  • Article
  • Open Access
28 Citations
7,375 Views
18 Pages

OpenStreetMap (OSM) is a free, open-access Volunteered geographic information (VGI) platform that has been widely used over the last decade as a source for Land Use Land Cover (LULC) mapping and visualization. However, it is known that the spatial co...

(This article belongs to the Special Issue Volunteered Geographic Information: Analysis, Integration, Vision, Engagement (VGI-ALIVE))
  • Article
  • Open Access
17 Citations
6,613 Views
26 Pages

29 November 2018

This paper discusses research methodology to develop Land Use Land Cover (LULC) maps for the Lower Mekong Basin (LMB) for basin planning, using both MODIS and Landsat satellite data. The 2010 MODIS MOD09 and MYD09 8-day reflectance data was processed...

(This article belongs to the Special Issue Remote Sensing for Land Cover/Land Use Mapping at Local and Regional Scales)
  • Article
  • Open Access
18 Citations
4,649 Views
36 Pages

Accuracy Assessment and Comparison of National, European and Global Land Use Land Cover Maps at the National Scale—Case Study: Portugal

  • Cidália C. Fonte,
  • Diogo Duarte,
  • Ismael Jesus,
  • Hugo Costa and ,
  • Pedro Benevides,
  • Francisco Moreira and
  • Mário Caetano
  • + 2 authors+ 0 author

24 April 2024

The free availability of Sentinel-1 and 2 imageries enables the production of high resolution (10 m) global Land Use Land Cover (LULC) maps by a wide range of institutions, which often make them publicly available. This raises several issues: Which m...

(This article belongs to the Section Earth Observation Data)
  • Article
  • Open Access
5 Citations
3,270 Views
22 Pages

22 April 2023

Phosphorus (P) is a macronutrient that often limits the productivity and growth of terrestrial ecosystems, but it is also one of the main causes of eutrophication in aquatic systems at both local and global levels. P content in soils can vary largely...

(This article belongs to the Topic Applications of Big Data and Machine Learning in Smart Agriculture)
  • Article
  • Open Access
19 Citations
4,611 Views
21 Pages

7 September 2021

Given the diverse socioecological consequences of rapid urban sprawl worldwide, the delineation and monitoring of urban boundaries have been widely used by local governments as a planning instrument for promoting sustainable development. This study d...

(This article belongs to the Special Issue New Approaches to Land Use/Land Cover Change Modeling)
  • Article
  • Open Access
5 Citations
5,320 Views
15 Pages

Using XVIII–XIX Cent. Maps and Modern Remote Sensing Data for Detecting the Changes in the Land Use at Bulgarian Fortified Settlements in the Volga Region

  • Maxim Ivanov,
  • Halim Abdullin,
  • Iskander Gainullin,
  • Artur Gafurov and ,
  • Bulat Usmanov and
  • James Williamson
  • + 1 author+ 0 author

29 January 2021

This study uses modern and historic spatial data to analyze land use around 13th Century AD Bulgarian fortified settlements to examine the current state of these features and how changes in land use over the past two centuries have affected these fea...

  • Article
  • Open Access
513 Views
29 Pages

20 August 2026

Land-use change directly and indirectly affects regional carbon storage by reshaping the composition and function of terrestrial ecosystems, and understanding this process is important for guiding land-use strategies toward carbon neutrality. This st...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
8 Citations
5,305 Views
17 Pages

Historical maps are critical for long-term land use reconstructions; however, quantifying the uncertainty involved in comparing historical maps with recent data remains a considerable challenge. To date, many works have focused on the technical aspec...

(This article belongs to the Special Issue Geographic Information Science (GIScience) and Geospatial Approaches for the Analysis of Historical Visual Sources and Cartographic Material)
  • Article
  • Open Access
26 Citations
5,914 Views
14 Pages

Effect of Land-Use Change on Runoff in Hyrcania

  • Naser Ahmadi-Sani,
  • Lida Razaghnia and
  • Timo Pukkala

31 January 2022

Population growth and human activities have resulted in drastic changes in land use in many areas of the world, including the Hyrcania region in northern Iran. Land-use changes affect the hydrological processes of water basins. This study evaluated t...

(This article belongs to the Section Land–Climate Interactions)
  • Article
  • Open Access
447 Views
25 Pages

30 August 2026

Accurate estimation of loss of life caused by dam breaches is critical for reservoir risk management and emergency planning. Traditional methods rely on static population data with poor timeliness and low spatial resolution. This study proposes a rea...

(This article belongs to the Special Issue Digital Innovations in Integrated Water Resources Management)
  • Article
  • Open Access
106 Citations
21,641 Views
21 Pages

Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics

  • Taïs Grippa,
  • Stefanos Georganos,
  • Soukaina Zarougui,
  • Pauline Bognounou and ,
  • Eric Diboulo,
  • Yann Forget,
  • Moritz Lennert,
  • Sabine Vanhuysse,
  • Nicholus Mboga and
  • Eléonore Wolff
  • + 5 authors+ 0 author

Up-to-date and reliable land-use information is essential for a variety of applications such as planning or monitoring of the urban environment. This research presents a workflow for mapping urban land use at the street block level, with a focus on r...

(This article belongs to the Special Issue Urban Environment Mapping Using GIS)
  • Article
  • Open Access
14 Citations
5,036 Views
19 Pages

Spatio-Temporal Changes and Dependencies of Land Prices: A Case Study of the City of Olomouc

  • Jaroslav Burian,
  • Karel Macků,
  • Jarmila Zimmermannová and
  • Barbora Kočvarová

18 December 2018

Land price sustainability issues have been addressed by many authors in the past. Most of these researchers used land prices (from land price maps) as the primary data source in their studies. Only a few papers analysed official land price maps, whic...

(This article belongs to the Special Issue Sustainable Smart Cities and Smart Villages Research: Rethinking Security, Safety, Well-being and Happiness)
  • Article
  • Open Access
39 Citations
6,962 Views
20 Pages

5 June 2020

Landscape patterns and building functions are successfully used to provide the social sensing information of urban areas. However, previous studies treated ground objects equally, ignoring their size differences. Considering the different contributio...

  • Article
  • Open Access
24 Citations
9,093 Views
17 Pages

20 August 2016

Consistent estimates of forest land-use and change over time are important for understanding and managing human activities on the Earth’s surface, parameterizing models used for global and regional climate change analyses and a critical component of...

  • Article
  • Open Access
4 Citations
3,184 Views
22 Pages

Spatial Variability and Temporal Changes of Soil Properties Assessed by Machine Learning in Córdoba, Argentina

  • Mariano A. Córdoba,
  • Susana B. Hang,
  • Catalina Bozzer,
  • Carolina Alvarez and ,
  • Lautaro Faule,
  • Esteban Kowaljow,
  • María V. Vaieretti,
  • Marcos D. Bongiovanni and
  • Mónica G. Balzarini
  • + 4 authors+ 0 author

Understanding the temporal dynamics and spatial distribution of key soil properties is essential for sustainable land management and informed decision-making. This study assessed the spatial variability and decadal changes (2013–2023) of topsoi...

(This article belongs to the Special Issue Use of Modern Statistical Methods in Soil Science)
  • Article
  • Open Access
2 Citations
9,012 Views
39 Pages

9 February 2024

Groundwater vulnerability has gained widespread attention, particularly in Chiang Mai Province, one of Thailand’s fastest-growing cities, which is experiencing rapid development in both economic and social sectors. The expansion of urban commun...

(This article belongs to the Topic Groundwater Pollution Control and Groundwater Management)
  • Article
  • Open Access
3 Citations
6,513 Views
27 Pages

28 February 2022

This study examines the land-use and land-cover changes (LUCCs) in Kaesong, a North Korean city, and the area adjacent to the Korean Demilitarized Zone (DMZ). An intensity analysis—a framework decomposing LUCCs into interval, category, and tran...

(This article belongs to the Section Landscape Archaeology)
  • Article
  • Open Access
224 Views
32 Pages

19 October 2026

Historic urban areas in inland resource-based cities are often reshaped by overlapping changes in roads, public services, industry, housing, and everyday land use. However, these changes are not always clearly connected to differentiated conservation...

  • Article
  • Open Access
6 Citations
4,827 Views
25 Pages

Applying the Dempster–Shafer Fusion Theory to Combine Independent Land-Use Maps: A Case Study on the Mapping of Oil Palm Plantations in Sumatra, Indonesia

  • Carl Bethuel,
  • Damien Arvor,
  • Thomas Corpetti,
  • Julia Hélie and ,
  • Adrià Descals,
  • David Gaveau,
  • Cécile Chéron-Bessou,
  • Jérémie Gignoux and
  • Samuel Corgne
  • + 4 authors+ 0 author

10 January 2025

The remote sensing community benefits from new sensors and easier access to Earth Observation data to frequently released new land-cover maps. The propagation of such independent and heterogeneous products offers promising perspectives for various sc...

  • Review
  • Open Access
72 Citations
18,452 Views
22 Pages

30 September 2022

We are currently living in the era of big data. The volume of collected or archived geospatial data for land use and land cover (LULC) mapping including remotely sensed satellite imagery and auxiliary geospatial datasets is increasing. Innovative mac...

(This article belongs to the Special Issue Feature Papers for Land Innovations – Data and Machine Learning)
  • Article
  • Open Access
385 Views
28 Pages

23 September 2026

Suitability-overlap maps of potential functional conflict are widely used to identify potential land-use trade-offs, yet their ability to identify subsequent conversion is rarely tested. We examined whether potential functional conflict (C), measured...

(This article belongs to the Collection Land Use Transitions and Land System Science)
  • Article
  • Open Access
14 Citations
5,399 Views
16 Pages

7 January 2018

During the past decades the Italian rural landscape has undergone drastic alterations as a result of complex and contradictory transformation dynamics. This paper aims to investigate and evaluate these alterations in Sardinia, one of the most rural I...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
37 Citations
3,183 Views
13 Pages

Urbanization and Long-Term Forest Dynamics in a Metropolitan Region of Southern Europe (1936–2018)

  • Leonardo Bianchini,
  • Alvaro Marucci,
  • Adele Sateriano,
  • Valerio Di Stefano and ,
  • Riccardo Alemanno and
  • Andrea Colantoni
  • + 1 author+ 0 author

4 November 2021

Although peri-urban landscapes in Southern Europe still preserve a relatively high level of biodiversity in relict natural places, urban expansion is progressively consuming agricultural land and, in some cases, forest cover. This phenomenon has (dir...

  • Article
  • Open Access
10 Citations
4,801 Views
16 Pages

Traditionally, chorochromatic maps with a qualitative measurement level are used for land use presentations. Along with the use of UAV (Unmanned Aerial Vehicles), it became possible to register dynamic phenomena in a small space. We analyze the appli...

(This article belongs to the Special Issue Multimedia Cartography)
  • Article
  • Open Access
1 Citations
925 Views
26 Pages

Urban ethnic enclaves are historically layered cultural landscapes whose public signage encodes community vitality, power relations, and cultural identity in ways that conventional land-use inventories cannot capture. Addressing the absence of scalab...

  • Article
  • Open Access
36 Citations
8,842 Views
16 Pages

16 February 2023

This work presents a comparison between a global and a national land cover map, namely the ESA WorldCover 2020 (WC20) and the Portuguese use/land cover map (Carta de Uso e Ocupação do Solo 2018) (COS18). Such a comparison is relevant gi...

(This article belongs to the Special Issue Geomatics for Resource Monitoring and Management)
  • Article
  • Open Access
59 Citations
7,358 Views
16 Pages

Spatial-Temporal Changes of Soil Organic Carbon Content in Wafangdian, China

  • Shuai Wang,
  • Qiubing Wang,
  • Kabindra Adhikari,
  • Shuhai Jia and ,
  • Xinxin Jin and
  • Hongbin Liu
  • + 1 author+ 0 author

10 November 2016

Soil organic carbon (SOC) plays an important role in soil fertility and the global carbon cycle. A better understanding of spatial-temporal changes of SOC content is essential for soil resource management, emission studies, and carbon accounting. In...

(This article belongs to the Special Issue Sustainable Agriculture and Development)
  • Data Descriptor
  • Open Access
8 Citations
6,393 Views
15 Pages

A Disease Control-Oriented Land Cover Land Use Map for Myanmar

  • Dong Chen,
  • Varada Shevade,
  • Allison Baer,
  • Jiaying He and ,
  • Amanda Hoffman-Hall,
  • Qing Ying,
  • Yao Li and
  • Tatiana V. Loboda
  • + 3 authors+ 0 author

13 June 2021

Malaria is a serious infectious disease that leads to massive casualties globally. Myanmar is a key battleground for the global fight against malaria because it is where the emergence of drug-resistant malaria parasites has been documented. Controlli...

(This article belongs to the Section Spatial Data Science for Environment and Earth)
  • Article
  • Open Access
1 Citations
1,844 Views
26 Pages

A Python GIS-Based Multi-Criteria Assessment to Identify Suitable Areas for Photovoltaic Energy Measures

  • Iván Ramos-Diez,
  • Sara Barilari,
  • Jonas Ljunggren,
  • Sofie Hellsten and
  • Noelia Ferreras-Alonso

The urgency to mitigate greenhouse gas emissions and address the accelerating impacts of climate change has placed renewable energy as a core part of global climate strategies. However, the expansion of renewable infrastructures with a focus on solar...

(This article belongs to the Special Issue Spatial Data Science and Knowledge Discovery)
  • Article
  • Open Access
1 Citations
4,848 Views
21 Pages

Tree Diversity and Soil Characteristics in a Tea–Forest Interface in Southwest Sri Lanka

  • Nalaka Geekiyanage,
  • Srimal Rathnayaka,
  • Sriyani Gamage,
  • Adikari Appuhamilage Dulanjala Sandamali and ,
  • Shamodi Nanayakkara,
  • Don Menige Sudesh Duminda,
  • Savitri Gunatilleke and
  • Nimal Gunatilleke
  • + 3 authors+ 0 author

31 October 2021

Fragmented and degraded ecosystems should be restored to ensure the biological connectivity among fragmented forest landscapes. The tropical rainforests of Southwestern Sri Lanka are highly degraded and fragmented due to plantation agriculture and hu...

(This article belongs to the Special Issue Forest Restoration and Secondary Succession)
  • Feature Paper
  • Article
  • Open Access
2 Citations
1,982 Views
27 Pages

27 February 2026

Harmonised land evaluation frameworks are essential for sustainable land planning and policy development. Assessing land suitability is crucial for predicting agricultural and forestry potential but also for mitigating land degradation risks. Current...

(This article belongs to the Special Issue Feature Papers for "Land Planning and Landscape Architecture" Section, Second Edition)
  • Article
  • Open Access
12 Citations
3,542 Views
11 Pages

Combining Low-Cost UAV Imagery with Machine Learning Classifiers for Accurate Land Use/Land Cover Mapping

  • Spyridon E. Detsikas,
  • George P. Petropoulos,
  • Kleomenis Kalogeropoulos and
  • Ioannis Faraslis

19 June 2024

Land use/land cover (LULC) is a fundamental concept of the Earth’s system intimately connected to many phases of the human and physical environment. LULC mappings has been recently revolutionized by the use of high-resolution imagery from unman...

  • Article
  • Open Access
28 Citations
4,883 Views
19 Pages

Exploring Impact of Spatial Unit on Urban Land Use Mapping with Multisource Data

  • Xuanyan Dong,
  • Yue Xu,
  • Leping Huang,
  • Zhigang Liu and ,
  • Yi Xu,
  • Kangyong Zhang,
  • Zhongwen Hu and
  • Guofeng Wu
  • + 3 authors+ 0 author

2 November 2020

The ability to precisely map urban land use types can significantly aid urban planning and urban system understanding. In recent years, remote sensing images and social sensing data have been frequently used for urban land use mapping. However, there...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
3 Citations
4,776 Views
20 Pages

Dense Forests in the Brazilian State of Amapá Store the Highest Biomass in the Amazon Basin

  • José Douglas M. da Costa,
  • Paulo Eduardo Barni,
  • Eleneide D. Sotta,
  • Marcelo de J. V. Carim and ,
  • Alan C. da Cunha,
  • Marcelino C. Guedes,
  • Perseu da S. Aparicio,
  • Leidiane L. de Oliveira,
  • Reinaldo I. Barbosa and
  • José Julio de Toledo
  • + 7 authors+ 2 authors

9 June 2025

The Amazonian forests located within the Guiana Shield store above-average levels of biomass per hectare. However, considerable uncertainty remains regarding carbon stocks in this region, mainly due to limited inventory data and the lack of spatial d...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
26 Citations
7,018 Views
31 Pages

19 October 2020

This paper tests an automated methodology for generating training data from OpenStreetMap (OSM) to classify Sentinel-2 imagery into Land Use/Land Cover (LULC) classes. Different sets of training data were generated and used as inputs for the image cl...

  • Article
  • Open Access
173 Citations
17,416 Views
23 Pages

6 November 2015

The European CORINE land cover mapping scheme is a standardized classification system with 44 land cover and land use classes. It is used by the European Environment Agency to report large-scale land cover change with a minimum mapping unit of 5 ha e...

  • Article
  • Open Access
33 Citations
6,235 Views
20 Pages

Mapping of Sicilian Pocket Beaches Land Use/Land Cover with Sentinel-2 Imagery: A Case Study of Messina Province

  • Giovanni Randazzo,
  • Maria Cascio,
  • Marco Fontana,
  • Francesco Gregorio and ,
  • Stefania Lanza and
  • Anselme Muzirafuti
  • + 1 author+ 0 author

27 June 2021

Pocket beaches (PBs) are among the most attractive tourist sites and economic development contributors in coastal areas; however, they are negatively impacted by the combined effects of climate change and anthropogenic activities. Generally, research...

(This article belongs to the Special Issue Land Use Mapping as the Base for Modeling and Earth Oriented Digital Twins)
  • Article
  • Open Access
70 Citations
14,709 Views
21 Pages

Urban Land Use Mapping by Combining Remote Sensing Imagery and Mobile Phone Positioning Data

  • Yuanxin Jia,
  • Yong Ge,
  • Feng Ling,
  • Xian Guo and ,
  • Jianghao Wang,
  • Le Wang,
  • Yuehong Chen and
  • Xiaodong Li
  • + 3 authors+ 0 author

12 March 2018

Land use is of great importance for urban planning, environmental monitoring, and transportation management. Several methods have been proposed to obtain land use maps of urban areas, and these can be classified into two categories: remote sensing me...

(This article belongs to the Special Issue Multisensor Data Fusion in Remote Sensing)
  • Article
  • Open Access
21 Citations
12,757 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...

(This article belongs to the Special Issue Advanced Geospatial Artificial Intelligence for Forest Modeling, Prediction, Conservation and Management)

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