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2,602 Results Found

  • Article
  • Open Access
15 Citations
6,045 Views
17 Pages

Geometric Model of a Coastal Aquifer to Promote the Sustainable Use of Water. Manglaralto, Ecuador

  • Paul Carrión-Mero,
  • Ximena Quiñonez-Barzola,
  • Fernando Morante-Carballo,
  • F. Javier Montalván and ,
  • Gricelda Herrera-Franco and
  • José Plaza-Úbeda
  • + 1 author+ 0 author

28 March 2021

Modeling an aquifer provides significant advantages when evaluating and estimating the water resource for its sustainable use. This study focuses on the rural parish Manglaralto, a semi-arid area with a shortage of water, and without supply service b...

(This article belongs to the Special Issue Integrated Water Resources Management (IWRM), a Holistic Approach to Sustainable Water Management)
  • Article
  • Open Access
857 Views
38 Pages

Interventions implemented in geographic space (geo-interventions) have had success in reducing preventable deaths across the world. However, many studies supporting geo-interventions have focused on where to implement them rather than what they are....

  • Article
  • Open Access
16 Citations
5,661 Views
14 Pages

GeoLocator: A Location-Integrated Large Multimodal Model (LMM) for Inferring Geo-Privacy

  • Yifan Yang,
  • Siqin Wang,
  • Daoyang Li,
  • Shuju Sun and
  • Qingyang Wu

13 August 2024

To ensure the sustainable development of artificial intelligence (AI) application in urban and geospatial science, it is important to protect the geographic privacy, or geo-privacy, which refers to an individual’s geographic location details. A...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
2 Citations
1,492 Views
17 Pages

23 December 2025

This paper presents a comprehensive study on the feasibility and implications of a CO2 injection simulation in the Syderiai deep saline aquifer of Lithuania, focusing on leakage, geo-mechanical aspects, and geo-chemical aspects. The Syderiai aquifer,...

  • Article
  • Open Access
2 Citations
1,503 Views
23 Pages

GenGeo: Robust Cross-View Geo-Localization via Foundation Model and Dynamic Feature Aggregation

  • Rong Wang,
  • Wen Yuan,
  • Wu Yuan,
  • Tong Liu and ,
  • Xiao Xi and
  • Yaokai Zhu
  • + 1 author+ 0 author

9 April 2026

Cross-view geo-localization (CVGL) aims to match ground-level images with geo-tagged aerial imagery for precise localization, but remains challenging due to severe viewpoint discrepancies, partial correspondence, and significant domain shifts across...

(This article belongs to the Section AI Remote Sensing)
  • Article
  • Open Access
35 Citations
8,913 Views
21 Pages

Previous geo-referencing approaches for building information modeling (BIM) models can be problematic due to: (a) the different interpretations of the term ‘geo-referencing’, (b) the insufficient consideration of the placement hierarchy of the indust...

  • Article
  • Open Access
7 Citations
5,054 Views
20 Pages

11 May 2020

Geolocation information is an important feature of remote sensing image data that is captured through a variety of passive or active observation sensors, such as push-broom electro-optical sensor, synthetic aperture radar (SAR), light detection and r...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
12 Citations
6,234 Views
40 Pages

The Geo-Social Model: A Transdisciplinary Approach to Flow-Type Landslide Analysis and Prevention

  • Valentina Acuña,
  • Francisca Roldán,
  • Manuel Tironi and
  • Leila Juzam

25 February 2021

Landslide disaster risks increase worldwide, particularly in urban areas. To design and implement more effective and democratic risk reduction programs, calls for transdisciplinary approaches have recently increased. However, little attention has bee...

  • Review
  • Open Access
70 Citations
23,263 Views
16 Pages

27 January 2022

GeoGebra is an interactive geometry, algebra, statistics, and calculus application designed for teaching and learning math, science, and engineering. Its dynamic interface allows its users to accurately and interactively visualize their work, models,...

  • Review
  • Open Access
66 Citations
27,468 Views
38 Pages

Geospatial Artificial Intelligence (GeoAI) in the Integrated Hydrological and Fluvial Systems Modeling: Review of Current Applications and Trends

  • Carlos Gonzales-Inca,
  • Mikel Calle,
  • Danny Croghan,
  • Ali Torabi Haghighi and ,
  • Hannu Marttila,
  • Jari Silander and
  • Petteri Alho
  • + 2 authors+ 0 author

13 July 2022

This paper reviews the current GeoAI and machine learning applications in hydrological and hydraulic modeling, hydrological optimization problems, water quality modeling, and fluvial geomorphic and morphodynamic mapping. GeoAI effectively harnesses t...

(This article belongs to the Special Issue Artificial Intelligence Techniques in Hydrology and Water Resources Management)
  • Article
  • Open Access
11 Citations
3,455 Views
18 Pages

From Geotechnical Data to GeoBIM Models: Testing Strategies for an Ex-Industrial Site in Turin

  • Arianna Fonsati,
  • Renato Maria Cosentini,
  • Chiara Tundo and
  • Anna Osello

15 September 2023

Over the years, the use of Building Information Modelling (BIM) methods has changed the workflows of various actors, providing better integration across different domains and allowing for new ways of working. This paper outlines the interest towards...

(This article belongs to the Section Construction Management, and Computers & Digitization)
  • Article
  • Open Access
34 Citations
3,386 Views
23 Pages

Model for Assessing Efficiency of Processing Geo-Resources, Providing Full Cycle for Development—Case Study in Russia

  • Cheynesh Kongar-Syuryun,
  • Nikita Babyr,
  • Roman Klyuev,
  • Marat Khayrutdinov and ,
  • Vladislav Zaalishvili and
  • Valery Agafonov
  • + 1 author+ 0 author

The environmental impact and occurrence of frequent ecological disasters have prompted a reassessment of societal values in the modern era. There has been a shift in the economic model, moving away from the pursuit of extensive growth towards a susta...

  • Article
  • Open Access
51 Citations
5,533 Views
25 Pages

Hazard Mapping of the Rainfall–Landslides Disaster Chain Based on GeoDetector and Bayesian Network Models in Shuicheng County, China

  • Guangzhi Rong,
  • Kaiwei Li,
  • Lina Han,
  • Si Alu and ,
  • Jiquan Zhang and
  • Yichen Zhang
  • + 1 author+ 0 author

15 September 2020

Landslides are among the most frequent natural hazards in the world. Rainfall is an important triggering factor for landslides and is responsible for topples, slides, and debris flows—three of the most important types of landslides. However, se...

(This article belongs to the Special Issue Water-Induced Landslides: Prediction and Control)
  • Article
  • Open Access
3 Citations
2,447 Views
23 Pages

A Managerial Approach towards Modeling the Different Strains of the COVID-19 Virus Based on the Spatial GeoCity Model

  • Yaroslav Vyklyuk,
  • Denys Nevinskyi,
  • Valentyna Chopyak,
  • Miroslav Škoda and ,
  • Olga Golubovska and
  • Kateryna Hazdiuk
  • + 1 author+ 0 author

23 November 2023

This study proposes a modification of the GeoCity model previously developed by the authors, detailing the age structure of the population, personal schedule on weekdays and working days, and individual health characteristics of the agents. This made...

(This article belongs to the Special Issue Infectious Disease Epidemiology and Transmission Dynamics 2.0)
  • Article
  • Open Access
302 Views
22 Pages

10 September 2026

Long-term GEO satellite operation requires reliability models that distinguish full mission capability from degraded but still functional states and from critical functional loss. This study develops a five-state Markov reliability model in which sta...

(This article belongs to the Section Astronautics & Space Science)
  • Article
  • Open Access
9 Citations
6,919 Views
19 Pages

26 January 2018

Earth observation satellites with various spatial, spectral and temporal resolutions provide an invaluable means for mapping and monitoring the Earth’s environments. With the increasing demand of satellite images for remote and harsh environments and...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
4 Citations
2,440 Views
26 Pages

GeoJapan Fusion Framework: A Large Multimodal Model for Regional Remote Sensing Recognition

  • Yaozong Gan,
  • Guang Li,
  • Ren Togo,
  • Keisuke Maeda and ,
  • Takahiro Ogawa and
  • Miki Haseyama
  • + 1 author+ 0 author

1 September 2025

Recent advances in large multimodal models (LMMs) have opened new opportunities for multitask recognition from remote sensing images. However, existing approaches still face challenges in effectively recognizing the complex geospatial characteristics...

(This article belongs to the Special Issue Remote Sensing Image Classification: Theory and Application)
  • Article
  • Open Access
63 Citations
5,789 Views
17 Pages

6 June 2021

The Loess Plateau of China suffers from severe erosion, which results in a great variety of economic and ecological problems. For scientific control of soil erosion, the key questions urgently to be addressed in this paper are: (1) Which are the driv...

(This article belongs to the Special Issue Multiscale Geospatial Approaches for Landscape Ecology)
  • Article
  • Open Access
1,626 Views
17 Pages

Balancing Precision and Efficiency: Cross-View Geo-Localization with Efficient State Space Models

  • Haojie Tao,
  • Shixin Wang,
  • Futao Wang,
  • Litao Wang and ,
  • Zhenqing Wang,
  • Zhaowei Wang,
  • Tianhao Wang,
  • Chengyue Xiong and
  • Ziqi Nie
  • + 4 authors+ 0 author

30 March 2026

Cross-view geo-localization tries to find the matching place in large satellite or aerial pictures from photos taken at ground level, which is useful for applications like self-driving cars, flying drones, and adding virtual objects to real city scen...

(This article belongs to the Special Issue Recent Advances in Deep Learning and Emerging Applications)
  • Article
  • Open Access
7 Citations
4,688 Views
26 Pages

13 January 2021

As the Geosynchronous Earth Orbital Synthetic Aperture Radar (GEO SAR) allows a wide area viewing combined with a short revisit cycle, it is suitable for many applications that require high timeliness, such as natural disaster monitoring, weather sup...

(This article belongs to the Special Issue Processing of Bi-static, Geo-Synchronous and Multi-Satellite SAR Constellation Data)
  • Article
  • Open Access
6 Citations
2,263 Views
17 Pages

Source Apportionment and Analysis of Potentially Toxic Element Sources in Agricultural Soils Based on the Positive Matrix Factorization and Geo-Detector Models

  • Xu Liu,
  • Zhongfang Yang,
  • Bo Li,
  • Zhiliang Wu and ,
  • Lei Wang,
  • Tao Yu,
  • Cheng Li,
  • Zexin He,
  • Minghui Xie and
  • Huading Shi
  • + 6 authors+ 1 author

13 January 2025

The potentially toxic element pollution of agricultural soils has become a significant environmental threat to food safety and human health. Accurately identifying sources of potentially toxic element pollution is key to developing effective pollutio...

(This article belongs to the Section Land, Soil and Water)
  • Article
  • Open Access
9 Citations
2,695 Views
37 Pages

IntiGIS-Local: A Geospatial Approach to Assessing Rural Electrification Alternatives for Sustainable Socio-Economic Development in Isolated Communities—A Case Study of Guasasa, Cuba

  • Javier Domínguez,
  • Carlo Bellini,
  • Luis Arribas,
  • Julio Amador and ,
  • Mirelys Torres-Pérez and
  • Ana M. Martín
  • + 1 author+ 0 author

3 August 2024

Rural electrification is a crucial step for the socio-economic development of isolated communities. Decentralized power generation, typically more favorable for renewable energies, requires an accurate analysis of the different electrification option...

(This article belongs to the Section A: Sustainable Energy)
  • Viewpoint
  • Open Access
262 Views
39 Pages

Closed-Loop Mineral Intelligence: A Conceptual Framework and Research Agenda for Adaptive, Uncertainty-Aware Critical Mineral Exploration

  • Vasiliki Balaska,
  • Kostas Botsialas,
  • Leonardo Azevedo,
  • João Narciso and ,
  • Catalina Hernandez-Moreno,
  • Panos Trahanias and
  • Antonios Gasteratos
  • + 2 authors+ 0 author

24 October 2026

Critical raw material (CRM) exploration increasingly combines Earth Observation, geophysics, geochemistry, mineral prospectivity mapping, probabilistic modelling, and autonomous sensing. However, these capabilities are commonly developed or deployed...

(This article belongs to the Section Mineral Exploration Methods and Applications)
  • Article
  • Open Access
7 Citations
5,005 Views
32 Pages

In the territory of Dushanbe city, the capital of Tajikistan, detailed geological and geophysical data were collected during geophysical surveys in 2019–2020. The data comprise 5 microtremor array measurements, 9 seismic refraction tomography p...

(This article belongs to the Special Issue New Trends in Earthquake Engineering and Seismotectonics)
  • Article
  • Open Access
8 Citations
5,082 Views
24 Pages

Agriculture Model Comparison Framework and MyGeoHub Hosting: Case of Soil Nitrogen

  • Anupam Bhar,
  • Benjamin Feddersen,
  • Robert Malone and
  • Ratnesh Kumar

To be able to compare many agricultural models, a general framework for model comparison when field data may limit direct comparison of models is proposed, developed, and also demonstrated. The framework first calibrates the benchmark model against t...

(This article belongs to the Special Issue Robotics and Automation in Agriculture)
  • Article
  • Open Access
1 Citations
866 Views
22 Pages

20 February 2026

Land-use and land-cover change plays a critical role in shaping urban expansion patterns and modifying near-surface soil conditions, hydrological behaviour, and geomorphological stability in rapidly developing regions. This study presents a comparati...

  • Review
  • Open Access
28 Citations
7,168 Views
24 Pages

Geo-Environmental Models of In-Situ Leaching Sandstone-Type Uranium Deposits in North China: A Review and Perspective

  • Fuxin Zheng,
  • Yanguo Teng,
  • Yuanzheng Zhai,
  • Jingdan Hu and ,
  • Junfeng Dou and
  • Rui Zuo
  • + 1 author+ 0 author

22 March 2023

Since the 1990s, sandstone-type uranium in the northern basin of China has become the main target for mining. Uranium mining can cause a series of impacts on the environment. A conceptual model of the geo-environment for sandstone-type uranium in nor...

(This article belongs to the Special Issue River Ecological Restoration and Groundwater Artificial Recharge II)
  • Article
  • Open Access
663 Views
17 Pages

The quick drop of the water level in the Dead Sea has expedited the formation process of dissolution depression (DDs) along the southeastern coast, which brings about serious dangers with it. The objective of this research is to create a model that w...

  • Article
  • Open Access
11 Citations
3,125 Views
19 Pages

29 August 2022

Farm households’ sustainable livelihoods in the dryland area of the Yellow River basin is an important guarantee of ecological protection and high-quality development for the Yellow River basin. However, farm households in this region have been...

(This article belongs to the Special Issue Dynamic Agriculture in East Asia: Land-Livelihood Interactions)
  • Article
  • Open Access
36 Citations
6,926 Views
19 Pages

Fire Detection and Geo-Localization Using UAV’s Aerial Images and Yolo-Based Models

  • Kheireddine Choutri,
  • Mohand Lagha,
  • Souham Meshoul,
  • Mohamed Batouche and ,
  • Farah Bouzidi and
  • Wided Charef
  • + 1 author+ 0 author

21 October 2023

The past decade has witnessed a growing demand for drone-based fire detection systems, driven by escalating concerns about wildfires exacerbated by climate change, as corroborated by environmental studies. However, deploying existing drone-based fire...

(This article belongs to the Special Issue Deep Learning for Object Detection)
  • Article
  • Open Access
29 Citations
8,986 Views
21 Pages

16 May 2016

Parameterization of physically based and distributed hydrological models for mesoscale catchments remains challenging because the commonly available data base is insufficient for calibration. In this paper, we parameterize a mesoscale catchment for t...

(This article belongs to the Special Issue Hillslope and Watershed Hydrology)
  • Article
  • Open Access
551 Views
29 Pages

18 July 2026

Arid inland river basins are highly sensitive to land-use change, yet the spatially heterogeneous predictors of ecosystem carbon storage remain insufficiently understood. In this study, a locally calibrated InVEST (Integrated Valuation of Ecosystem S...

(This article belongs to the Special Issue Remote Sensing for Monitoring Water and Carbon Cycles)
  • Article
  • Open Access
11 Citations
4,043 Views
15 Pages

30 July 2023

Water pollution, particularly non-point source pollution, poses a significant environmental challenge in river basins around the world. This complex and dynamic process is influenced by both human activities and natural processes. In this study, a qu...

(This article belongs to the Section Water Quality and Contamination)
  • Article
  • Open Access
10 Citations
4,074 Views
16 Pages

With the improvement of urban infrastructure and the increase in the coverage of high-rise buildings, the demand for location information services inside buildings is becoming more and more urgent. Moreover, indoor path planning, as a prerequisite an...

(This article belongs to the Special Issue New Geospatial Science: Analytics and Management for Large Geospatial Datasets)
  • Article
  • Open Access
27 Citations
5,575 Views
16 Pages

30 December 2021

Drilling costs can be 80% of geothermal project investment, so decreasing these deep drilling costs substantially reduces overall project costs, contributing to less expensive geothermal electricity or heat generation. Plasma Pulse Geo Drilling (PPGD...

(This article belongs to the Section H: Geo-Energy)
  • Article
  • Open Access
33 Citations
4,695 Views
18 Pages

12 September 2022

Land-use changes in urban fringe areas are dramatic, and modelling and predicting land-use changes under different scenarios can provide a basis for urban development regulation and control. As an important part of Beijing’s urban fringe, Daxin...

(This article belongs to the Special Issue Urban Expansion Prediction and Land Use/Land Cover Change Modeling for Sustainable Urban Development)
  • Article
  • Open Access
46 Citations
6,764 Views
19 Pages

Interactive Effects on Habitat Quality Using InVEST and GeoDetector Models in Wenzhou, China

  • Xue Zhang,
  • Lingyun Liao,
  • Zhengduo Xu,
  • Jiayu Zhang and ,
  • Mengwei Chi,
  • Siren Lan and
  • Qiaochun Gan
  • + 2 authors+ 0 author

24 April 2022

Global urbanisation has accelerated in recent years, especially in rapidly growing coastal cities, and the destruction of habitat and natural resources has intensified. Although much attention has been paid to the study of habitat quality, there are...

(This article belongs to the Special Issue National Parks and Protected Areas)
  • Feature Paper
  • Article
  • Open Access
27 Citations
6,308 Views
19 Pages

21 June 2021

Due to the growing populations in areas at high risk of natural disasters, hazard and risk assessments of landslides have attracted significant attention from researchers worldwide. In order to assess potential risks and design possible countermeasur...

(This article belongs to the Special Issue Advanced Numerical Simulations in Geotechnical Engineering)
  • Article
  • Open Access
6 Citations
3,280 Views
18 Pages

Residential sprawl constitutes a main part of urban sprawl which poses a threat to the inhabitant environment and public health. The purpose of this article is to measure the residential sprawl at a micro-scale using a case study of Hangzhou city. An...

  • Article
  • Open Access
7 Citations
4,096 Views
21 Pages

31 March 2021

The European Union aims to reduce Greenhouse Gas (GHG) emissions by 55% before 2030 compared to 1990 as a reference year. One of the main contributions to GHG emissions comes from the household sector. This paper shows that the household sector, when...

(This article belongs to the Special Issue Selected Papers from PRES'20: The 23rd Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction)
  • Article
  • Open Access
2,473 Views
14 Pages

Assessment of the Implementation Effect of a Gully Consolidation and Highland Protection (GCHP) Project Based on the GeoWEPP Model

  • Yi Luo,
  • Aidi Huo,
  • Luying Yang,
  • Zhixin Zhao and ,
  • Adnan Ahmed,
  • Ahmed Elbeltagi,
  • Mohamed EL-Sayed Abuarab and
  • Hossein Ganjidoust
  • + 3 authors+ 0 author

18 August 2023

The Gully Consolidation and Highland Protection (GCHP) project is an important governance measure for controlling source erosion and reducing soil erosion in the Loess Plateau, which has been explored and developed continuously in recent decades. How...

(This article belongs to the Special Issue Hydrological Simulation for Erosion and Infiltration)
  • Article
  • Open Access
11 Citations
4,866 Views
17 Pages

Assessing Forest Ecosystems across the Vertical Edge of the Mid-Latitude Ecotone Using the BioGeoChemistry Management Model (BGC-MAN)

  • Cholho Song,
  • Stephan A. Pietsch,
  • Moonil Kim,
  • Sungeun Cha and ,
  • Eunbeen Park,
  • Anatoly Shvidenko,
  • Dmitry Schepaschenko,
  • Florian Kraxner and
  • Woo-Kyun Lee
  • + 4 authors+ 0 author

23 June 2019

The mid-latitude ecotone (MLE)—a transition zone between boreal and temperate forests, which includes the regions of Northeast Asia around 30°–60° N latitudes—delivers different ecosystem functions depending on different man...

(This article belongs to the Special Issue Cool Forests at risk? The Critical Role of Boreal and Mountain Ecosystems for People, Bioeconomy, and Climate)
  • Article
  • Open Access
414 Views
15 Pages

TARA: Task-Adaptive Rank Allocation for Efficient Large Language Model Fine-Tuning in Geo-Information Text Classification

  • Canhui Wang,
  • Juntao Shen,
  • Yicong Feng,
  • Jin Huang and ,
  • Yanwu Jing,
  • Weiwei Chen,
  • Wanqiang Zhang and
  • Min Wang
  • + 3 authors+ 0 author

Geo-information texts, including geospatial data-use regulations and Earth observation metadata, are central to data governance and compliance auditing in remote sensing ecosystems. Full fine-tuning of large pre-trained language models is often compu...

  • Article
  • Open Access
662 Views
27 Pages

4 April 2026

Due to the influence of multiple factors such as the physical and chemical properties of the atmosphere, the limitations of data sources, and the assumptions of inversion methods, there are many difficulties in inverting the concentration distributio...

(This article belongs to the Section Air Quality)
  • Article
  • Open Access
96 Views
40 Pages

5 November 2026

The importance of geological carbon storage in reducing anthropogenic CO2 emissions has increased significantly globally and in Canada; however, the storage potential of sedimentary basins in Canada’s Northwest Territories remains unestablished...

  • Systematic Review
  • Open Access
404 Views
67 Pages

8 October 2026

Ground deformation, especially subsidence, is a geo-environmental hazard that needs to be assessed and predicted in advance to mitigate its effects efficiently and in a timely manner. Interferometric Synthetic Aperture Radar (InSAR) provides high-res...

(This article belongs to the Section Radar Sensors)
  • Article
  • Open Access
341 Views
19 Pages

Spatiotemporal Changes and Driving Forces of Soil Conservation in the Qinghai Lake Basin Based on the InVEST-GeoDetector Model

  • Yuyu Ma,
  • Yanli Han,
  • Mingzhu Cao,
  • Yarong Chen and ,
  • Hairui Zhao,
  • Shuchang Zhu,
  • Chen Chen,
  • Lei Li and
  • Kelong Chen
  • + 4 authors+ 0 author

7 September 2026

As a vital ecological security barrier and climate regulator in northwestern China, the Qinghai Lake Basin (QLB) holds significant strategic value for regional ecological conservation and national park development. This study, utilizing land use data...

  • Article
  • Open Access
2 Citations
2,177 Views
22 Pages

Integrated Geomodel Accuracy Enhancement Based on Embedded MPS Geological Modeling for Thin Interbedded Reservoirs

  • Ling Ke,
  • Fengming Ruan,
  • Taizhong Duan,
  • Zhiping Li and ,
  • Xiangzeng Wang and
  • Lei Zhao
  • + 1 author+ 0 author

27 September 2023

Continental delta deposits are characterized by strong heterogeneity in the lateral direction; meanwhile, reservoir development is challenged by rapid changes in rock properties. Thus, it is critical to use proper methods for fine characterization to...

(This article belongs to the Section H: Geo-Energy)
  • Article
  • Open Access
20 Citations
4,467 Views
29 Pages

Assessment of Urban Resilience and Detection of Impact Factors Based on Spatial Autocorrelation Analysis and GeoDetector Model: A Case of Hunan Province

  • Jianhong Chen,
  • Hongcai Ma,
  • Shan Yang,
  • Zhiyong Zhou and ,
  • Jianhui Huang and
  • Licheng Chen
  • + 1 author+ 0 author

The rapid development of urbanization has led to increasing uncertainties related to urban safety risks, which has brought certain challenges to the sustainable development of cities. The concept of urban resilience has found a new way to improve the...

(This article belongs to the Special Issue Application of Geographical Information System in Urban Design, Management or Evaluation)
  • Article
  • Open Access
16 Citations
2,585 Views
22 Pages

4 July 2024

Enhancing carbon storage in terrestrial ecosystems has become a key strategy for mitigating climate change. The Tibetan Plateau holds a pivotal position in achieving carbon neutrality, with the structural pattern of its land use types directly impact...

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