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483 Results Found

  • Article
  • Open Access
45 Citations
6,401 Views
27 Pages

Multiscenario Simulation of Land-Use Change in Hubei Province, China Based on the Markov-FLUS Model

  • Kai Zhu,
  • Yufeng Cheng,
  • Weiye Zang,
  • Quan Zhou and ,
  • Youssef El Archi,
  • Hossein Mousazadeh,
  • Moaaz Kabil,
  • Katalin Csobán and
  • Lóránt Dénes Dávid
  • + 4 authors+ 0 author

25 March 2023

A goal of land change modelers should be to communicate scenarios of future change that show the variety of possible future landscapes based on the consequences of management decisions. This study employs the Markov-FLUS model to simulate land-use ch...

(This article belongs to the Special Issue Spatial Planning and Land-Use Management)
  • Article
  • Open Access
57 Citations
6,115 Views
20 Pages

20 February 2022

Multi-scenario simulation and pattern optimization of land use plays a role in improving regional functionality and balancing anthropogenic and natural environments. The simulation of future land use can provide a reference to demark the regional urb...

(This article belongs to the Special Issue Land Cover/Land-Use Changes Impacts on Ecosystem)
  • Article
  • Open Access
34 Citations
3,748 Views
20 Pages

Coupling the Calibrated GlobalLand30 Data and Modified PLUS Model for Multi-Scenario Land Use Simulation and Landscape Ecological Risk Assessment

  • Zongmin Wang,
  • Mengdan Guo,
  • Dong Zhang,
  • Ruqi Chen and ,
  • Chaofan Xi and
  • Haibo Yang
  • + 1 author+ 0 author

31 October 2023

Rapid economic growth and urbanization have significantly changed the land use distribution and landscape ecological structure, which has a profound impact on the natural environment. A scientific grasp of the characteristics of land use distribution...

(This article belongs to the Special Issue Urban Green and Blue Infrastructure Monitoring Using Remote Sensing: Current Progress and Future Vision)
  • Article
  • Open Access
11 Citations
2,903 Views
19 Pages

18 January 2023

With the vigorous development of industrialization and urbanization, rural space faces many difficulties in achieving sustainable development, such as the spatial structure being unbalanced. To explore the sustainable development of rural space, this...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
10 Citations
2,637 Views
23 Pages

14 August 2024

The Jialing River watershed has seen substantial changes in habitat quality and land use throughout the last 20 years. It is yet unknown, however, how the habitat quality will react to these changes in land use. In this work, multi-scenario simulatio...

  • Article
  • Open Access
307 Views
30 Pages

A Multi-Algorithm Framework for Multi-Scenario Simulation of Urban Built-Up Expansion in ASEAN Under Shared Socioeconomic Pathways

  • Shuang Xie,
  • Binglin Liu,
  • Yan Jiang,
  • Jiayan Liu and ,
  • Chao Zhang and
  • Weijiang Liu
  • + 1 author+ 0 author

28 September 2026

This study develops an integrated multi-algorithm spatial simulation framework for large-scale urban expansion analysis by combining a Back Propagation Artificial Neural Network (BP-ANN), the Future Land Use Simulation (FLUS) model, Cellular Automata...

(This article belongs to the Special Issue Algorithms for Smart Cities (3rd Edition))
  • Article
  • Open Access
78 Views
24 Pages

Optimization of Stormwater Security Patterns in a Hilly City Informed by Runoff Processes: A Multi-Scenario Land-Use Simulation Approach

  • Yanhe Niu,
  • Yonghua Li,
  • Huaiyu Zhou,
  • Jinyue Han and ,
  • Jie Zhang,
  • Shidong Ge,
  • Huawei Li,
  • Jiayi Lin and
  • Sheng Jiao
  • + 4 authors+ 0 author

6 November 2026

Rapid urbanization alters natural runoff processes in hilly cities and increases flood risk, yet translating runoff-process understanding into coordinated land-use decisions remains challenging. Multi-scenario land-use simulation for 2035 linked runo...

(This article belongs to the Special Issue Enhancing Urban Resilience with Blue–Green Infrastructure)
  • Article
  • Open Access
15 Citations
3,504 Views
29 Pages

This study applied territorial spatial planning control to a land use multi-scenario simulation in Changde, China, and measured the landscape ecological risk response. It embedded five planning control schemes, respectively, involving inertial develo...

(This article belongs to the Special Issue New Trends in Urban Spatial Planning and Sustainable Development)
  • Article
  • Open Access
5 Citations
1,445 Views
22 Pages

17 July 2025

With rapid socio-economic development, excessive anthropogenic consumption and the exploitation of natural resources have impaired the self-healing, supply, and carrying capacities of ecosystems. The assessment and prediction of ecosystem service val...

  • Article
  • Open Access
10 Citations
4,391 Views
44 Pages

17 June 2025

This study employs a multi-model coupling and multi-scenario simulation approach to construct a framework for identifying and optimizing avian ecological corridors in the urban core of Kunming. The framework focuses on the ecological needs of residen...

(This article belongs to the Special Issue Avian Ecology and Diversity, Population Monitoring and Conservation II: Recent Advances and New Challenges)
  • Article
  • Open Access
13 Citations
3,008 Views
22 Pages

16 September 2021

In this work, based on the concept of collaborative water–energy development, a multi-scenario system dynamics simulation model of a water–energy coupling system was constructed by using the system dynamics modeling method. The model was composed of...

  • Article
  • Open Access
9 Citations
3,000 Views
21 Pages

Spatio-Temporal Evolution and Multi-Scenario Simulation of Non-Grain Production on Cultivated Land in Jiangsu Province, China

  • Chengge Jiang,
  • Lingzhi Wang,
  • Wenhua Guo,
  • Huiling Chen and ,
  • Anqi Liang,
  • Mingying Sun,
  • Xinyao Li and
  • Hichem Omrani
  • + 3 authors+ 0 author

13 May 2024

Cultivated land plays a crucial role as the basis of grain production, and it is essential to effectively manage the unregulated expansion of non-grain production (NGP) on cultivated land in order to safeguard food security. The study of NGP has garn...

(This article belongs to the Special Issue The Socio-Economic Values in Land Resource Management)
  • Article
  • Open Access
566 Views
20 Pages

Landscape Evolution and Ecosystem Service Value Responses Under Multi-Scenario Simulations in the Erhai Lake Basin, China

  • Xiao Shi,
  • Zejian Fan,
  • Sixi Duan,
  • Yanying Chen and ,
  • Lihong Shen,
  • Fuyi Chen and
  • Youjun Chen
  • + 2 authors+ 0 author

28 January 2026

The evolution of landscape patterns in plateau lake basins directly influences the sustainable provision of ecosystem services. Revealing and predicting the impacts of landscape changes on ecosystem service value (ESV) under different development sce...

  • Article
  • Open Access
10 Citations
3,414 Views
23 Pages

30 October 2022

Balancing urban development and ecosystem conservation in the context of natural resource scarcity can provide scientific guidance for land use planning. We integrated research methods, such as ecosystem services (ES) assessment, coastal vulnerabilit...

(This article belongs to the Special Issue Territory Spatial Planning toward High-Quality Development in China)
  • Article
  • Open Access
11 Citations
2,413 Views
26 Pages

2 May 2025

The scientific development and utilization of cultivated land reserve resource areas is an important basis for realizing national food security and regional ecological protection. This paper focuses on land use optimization simulations to explore the...

(This article belongs to the Special Issue Remote Sensing and Associated Artificial Intelligence in Agricultural Applications (2nd Edition))
  • Article
  • Open Access
1,371 Views
27 Pages

15 January 2026

Driven by the globalization tide, urbanization and cross-border economic cooperation have intensified challenges to ecological conservation, with border regions increasingly confronting irreversible habitat degradation risks. As a globally recognized...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
7 Citations
2,586 Views
20 Pages

5 June 2024

The oasis serves as the primary supply of cultivable land, along with the hub for human production and habitation in Xinjiang. Accordingly, predicting the land use of these areas based on various goals is an effective instrument for encouraging the s...

(This article belongs to the Special Issue Agriculture, Forestry, Land Allocation and Environmental Sustainability)
  • Article
  • Open Access
1 Citations
463 Views
31 Pages

24 July 2026

As the core water source area of the Middle Route of the South-to-North Water Diversion Project, the Danjiangkou Reservoir Area plays a critical role in regional ecological security and water resource security. Its land use transitions and associated...

(This article belongs to the Special Issue Advanced Analysis of Organic Pollutants: Integrated Strategies for Soil, Water and Agri-Food Matrices)
  • Article
  • Open Access
10 Citations
2,071 Views
18 Pages

The Huaihe River Eco-Economic Belt (HREEB) is a pivotal region in China’s national strategic planning. Land use in this region is crucial to improving ecological quality and ensuring food security. Using the PLUS model and Geodetector, we evaluated t...

(This article belongs to the Topic Remote Sensing and GIS for Monitoring Land Use Change and Its Ecological Effects)
  • Article
  • Open Access
10 Citations
3,377 Views
19 Pages

13 February 2024

The ecological environment in loess hilly regions is fragile, and the contradiction between the development of human society and ecological environment protection is becoming more and more prominent with the intensification of human interference. In...

  • Article
  • Open Access
27 Citations
3,640 Views
18 Pages

1 March 2022

Reasonable delineation of the urban growth boundary (UGB) plays a vital role in guiding orderly urban space growth and ensuring urban environmental health. Existing methodologies for UGB delineation have failed to address the significance of ecologic...

(This article belongs to the Section Land Planning and Landscape Architecture)
  • Article
  • Open Access
21 Citations
4,082 Views
26 Pages

31 March 2022

In accordance with the ecological civilization strategy, it is necessary to conduct in-depth analyses and provide a systematic elaboration of the characteristics of territorial-space structure (TSS). In the present paper, we examine Shandong Province...

(This article belongs to the Special Issue Trends in Land Change Monitoring)
  • Article
  • Open Access
23 Citations
6,021 Views
20 Pages

Impacts and Predictions of Urban Expansion on Habitat Connectivity Networks: A Multi-Scenario Simulation Approach

  • Shihui Chang,
  • Kai Su,
  • Xuebing Jiang,
  • Yongfa You and ,
  • Chuang Li and
  • Luying Wang
  • + 1 author+ 0 author

3 November 2023

Urban expansion is leading to the loss and fragmentation of habitats, which poses a threat to wildlife. People are hopeful that, through scientific urban planning and the adoption of innovative models for human communities, such a situation can be im...

(This article belongs to the Special Issue Urban Forest Landscape Planning, Management and Evaluation)
  • Article
  • Open Access
1 Citations
1,183 Views
17 Pages

5 August 2025

Understanding changes in land use structures under multiple scenarios and their impacts on carbon storage is essential for revealing the evolution of regional development patterns and the underlying mechanisms of carbon cycle dynamics. This study ado...

(This article belongs to the Special Issue Integration of Remote Sensing and GIS for Land Use Change Assessment)
  • Article
  • Open Access
3 Citations
949 Views
27 Pages

14 April 2026

Urban lake scenic areas serve as crucial ecological barriers but face acute conflicts between expansion and conservation. Existing research has often overlooked microscale landscape fragmentation and its associated ecological effects. Focusing on the...

(This article belongs to the Section Land Use, Impact Assessment and Sustainability)
  • Article
  • Open Access
10 Citations
3,045 Views
26 Pages

In this study, the change in green space in different scenarios and the index characteristics of landscape patterns were analyzed and were conducive to providing the decision basis for future green space planning in Harbin, a city in Northeast China....

(This article belongs to the Section Environmental Science and Engineering)
  • Article
  • Open Access
2 Citations
2,680 Views
19 Pages

12 December 2023

To comprehend the potential impacts of both natural phenomena and human activities on ecological risk, a thorough examination of the spatial and temporal evolution characteristics of Landscape Ecological Risk (LER) in arid river basins is imperative....

(This article belongs to the Special Issue Advances in Ecohydrology in Arid Inland River Basins)
  • Article
  • Open Access
5 Citations
1,388 Views
26 Pages

3 July 2025

Habitat quality functions as a critical metric for evaluating regional ecological health and the capacity of ecosystem services. Understanding its temporal dynamics is critical for advancing ecological civilization sustainability. Focusing on the Tac...

  • Article
  • Open Access
21 Citations
4,123 Views
17 Pages

7 June 2021

There is growing concern about the consequences of future urban expansion on carbon storage as our planet experiences rapid urbanization. While an increasing body of literature was focused on quantifying the carbon storage impact of future urban expa...

  • Article
  • Open Access
50 Citations
7,313 Views
18 Pages

How Can Cities Respond to Flood Disaster Risks under Multi-Scenario Simulation? A Case Study of Xiamen, China

  • Yijun Shi,
  • Guofang Zhai,
  • Shutian Zhou,
  • Yuwen Lu and ,
  • Wei Chen and
  • Jinyang Deng
  • + 1 author+ 0 author

Flood disasters often have serious impacts on cities. Disaster prevention and mitigation schemes for flood disasters must be based on risk assessment. We constructed an indicator system for flood disaster risk assessment from the aspects of hazard fa...

  • Article
  • Open Access
2 Citations
1,428 Views
22 Pages

10 April 2025

This study, guided by the concept hat “lucid waters and lush mountains are invaluable assets”, focuses on explicating the ecological vulnerability characteristics of the Nanpan and Beipan River Basins, a typical karst river basin in Guizh...

  • Article
  • Open Access
7 Citations
1,904 Views
20 Pages

26 November 2024

Research investigates the transformations in production–living–ecological spaces (PLES) across diverse scenarios and their ecological effects, with the aim of offering advice for environmental preservation and long-term growth in Sichuan...

  • Article
  • Open Access
810 Views
32 Pages

18 April 2026

The spatiotemporal evolution of ecosystem services and the elucidation of their driving mechanisms constitute a central scientific issue in territorial spatial optimization and regional sustainable development. Taking Gansu Province, a core area of t...

  • Article
  • Open Access
14 Citations
2,926 Views
21 Pages

Spatial and Temporal Changes in Ecological Resilience in the Shanxi–Shaanxi–Inner Mongolia Energy Zone with Multi-Scenario Simulation

  • Xinmeng Cai,
  • Yongyong Song,
  • Dongqian Xue,
  • Beibei Ma and ,
  • Xianfeng Liu and
  • Liwei Zhang
  • + 1 author+ 0 author

27 March 2024

The energy-driven expansion of artificial surfaces has resulted in severe ecological problems. Scientific evaluation of regional ecological resilience under different scenarios is crucial for promoting ecological restoration. This study chose the Sha...

(This article belongs to the Special Issue Spatiotemporal Data Analytics and Modeling of Land Systems: Shaping Sustainable Landscape)
  • Article
  • Open Access
8 Citations
2,569 Views
21 Pages

18 November 2024

Land use conflict is an inevitable and objective phenomenon during regional development, with significant impacts on both regional economic growth and ecological security. Scientifically assessing the spatiotemporal evolution of these conflicts is es...

(This article belongs to the Section Social Ecology and Sustainability)
  • Article
  • Open Access
1,245 Views
24 Pages

18 February 2026

To address the disconnect between macro-quantity planning and micro-spatial allocation at the township level during rapid urbanization, this study developed a coupled model framework based on Multi-Objective Planning (MOP) and the Future Land-Use Sim...

(This article belongs to the Section Land Use, Impact Assessment and Sustainability)
  • Article
  • Open Access
5 Citations
895 Views
27 Pages

10 December 2025

Oasis regions in arid northwestern China represent critical interfaces for watershed ecological security and rural sustainable development. However, under escalating resource constraints and intensifying human–land conflicts, the disorderly exp...

(This article belongs to the Section Land Systems and Global Change)
  • Article
  • Open Access
4 Citations
1,666 Views
20 Pages

29 November 2024

The Songnen Plain is a significant region in China, known for its high grain production and concentrated distribution of soda saline land. It is also considered a priority area for cropland development in the country. However, the Songnen Plain is no...

(This article belongs to the Section Agricultural Soils)
  • Article
  • Open Access
6 Citations
1,535 Views
25 Pages

14 April 2025

Research on the characteristics of land use change in urban agglomerations and its influences on ecosystem service value has important theoretical significance and practical value for supporting spatial development and guaranteeing ecological securit...

(This article belongs to the Section Land, Biodiversity, and Human Wellbeing)
  • Article
  • Open Access
603 Views
33 Pages

Spatial Context-Driven Thermal Erosion and Urban Forest Cooling Gradients: A Multi-Scenario Simulation of Ecological Networks

  • Rong Xia,
  • Yuechu Shi,
  • Haiyan Xia,
  • Hao Yuan and ,
  • Haolin Zhao and
  • Paolo Vincenzo Genovese
  • + 1 author+ 0 author

30 April 2026

Urban forest fragmentation can weaken ecological connectivity and reduce the spatial continuity of cooling benefits, highlighting the need for structure-function integrated planning. Using 2020 as the baseline year, this study combined the Markov Cha...

(This article belongs to the Special Issue Ecological Functions of Urban Green Spaces)
  • Article
  • Open Access
628 Views
31 Pages

Spatiotemporal Evolution and Multi-Scenario Simulation of Carbon Storage on the Loess Plateau Based on PLUS-InVEST and XGBoost-SHAP

  • Xu Bi,
  • Kailong Shi,
  • Liqing Wu,
  • Yushuo Zhang and ,
  • Tao Lang and
  • Yongyong Fu
  • + 1 author+ 0 author

19 June 2026

Accurate assessment of carbon storage dynamics and their driving factors is important for ecological sustainability and land management on the Loess Plateau under China’s dual carbon goals. In this study, the InVEST and PLUS models were integra...

(This article belongs to the Special Issue Eco-Sensitive Areas: Ecosystem Services, Protected Lands, and Current Challenges (Third Edition))
  • Article
  • Open Access
334 Views
27 Pages

Spatio-Temporal Evolution and Multi-Scenario Simulation of Photovoltaic Expansion at the Township Scale: A Case Study of Xintai, China

  • Yi Chen,
  • Yao Meng,
  • Tao Liu,
  • Dekai Tao and ,
  • Yong Lei,
  • Wenjuan Huang and
  • Hailan Tan
  • + 2 authors+ 0 author

15 August 2026

Rapid growth in photovoltaic (PV) development has intensified competition between renewable energy expansion and land resources, highlighting the importance of integrating PV growth with spatial planning toward carbon neutrality. This study addresses...

(This article belongs to the Topic Advances in Low-Carbon, Climate-Resilient, and Sustainable Built Environment)
  • Article
  • Open Access
20 Citations
11,120 Views
25 Pages

In this paper we present the design and implementation of a generic GA-based optimization framework iMASKO (iNL@MATLAB Genetic Algorithm-based Sensor NetworK Optimizer) to optimize the performance metrics of wireless sensor networks. Due to the globa...

  • Article
  • Open Access
10 Citations
2,376 Views
19 Pages

8 November 2024

Landscape simulation and prediction are crucial for understanding the dynamic evolution and future trends of wetlands. However, only a few existing studies have focused on the applicability and limitations of commonly used land-use/cover change (LUCC...

(This article belongs to the Special Issue Remote Sensing for the Study of the Changes in Wetlands)
  • Article
  • Open Access
28 Citations
4,877 Views
20 Pages

Landscape Characteristics and Ecological Risk Assessment Based on Multi-Scenario Simulations: A Case Study of Yancheng Coastal Wetland, China

  • Peng Tian,
  • Luodan Cao,
  • Jialin Li,
  • Ruiliang Pu and ,
  • Hongbo Gong and
  • Changda Li
  • + 1 author+ 0 author

25 December 2020

Carrying out coastal wetland landscape simulations and current and future ecological risk assessments is conducive to formulating policies for coastal wetland landscape planning and promoting the coordinated development of the social economy and ecol...

  • Article
  • Open Access
32 Citations
4,858 Views
17 Pages

Multi-Scenario Simulations of Land Use and Habitat Quality Based on a PLUS-InVEST Model: A Case Study of Baoding, China

  • Nan Hu,
  • Dong Xu,
  • Ning Zou,
  • Shuxin Fan and ,
  • Peiyan Wang and
  • Yunyuan Li
  • + 1 author+ 0 author

28 December 2022

Habitat quality and ecosystem service value (ESV) are important foundations for sustainable development. Baoding, as the strategic hinterland of Beijing–Tianjin–Hebei, is of great significance to regional ecological conservation and susta...

(This article belongs to the Special Issue Urban Planning and Sustainable Land Use)
  • Article
  • Open Access
11 Citations
2,739 Views
19 Pages

25 November 2022

The evolution of regional land use is a complex process under the combined effect of multiple factors, and it is important to understand this evolution process, as well as its characteristics and future trends, through land use change models in order...

  • Article
  • Open Access
3 Citations
1,274 Views
20 Pages

17 March 2026

Renewable Energy Communities (RECs) represent a key instrument for enabling decentralized energy systems and enhancing local renewable energy utilization. Preliminary assessment of REC performance relies on simulation tools that differ in computation...

(This article belongs to the Section A: Sustainable Energy)
  • Article
  • Open Access
1 Citations
721 Views
47 Pages

A Multi-Scenario Coupled Simulation of Diet–Land Systems: Diet–Land Supply–Demand Matching and Responses from the Historical-to-Future

  • Liu Zhang,
  • Xuanyun Zhang,
  • Jiabao Zhang,
  • Bin Fang and ,
  • Chunhua Xia,
  • Yun Ling,
  • Kaili Zhang,
  • Shihan Zhang,
  • Zongchen Zhao and
  • Xueying Lv
  • + 5 authors+ 0 author

24 April 2026

Dietary transition is reshaping cropland demand and intensifying the challenge of matching food demand with land supply in rapidly urbanizing regions. This study examines how different dietary structure scenarios generate differentiated cropland dema...

(This article belongs to the Special Issue Food Security, Nutrition, and Sustainability in Low- and Middle- Income Countries)
  • Article
  • Open Access
9 Citations
3,845 Views
23 Pages

12 October 2024

The China–Pakistan Economic Corridor (CPEC), as an important part of the Belt and Road Initiative, is of great significance for the promotion of sustainable development in the region through the study of land use change and the simulation of fu...

(This article belongs to the Section Resources and Sustainable Utilization)

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