The Impact of Artificial Intelligence on the Sustainability of Regional Ecosystems: Current Challenges and Future Prospects
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- Hexiang Zheng & Hongfei Hou & Ziyuan Qin, 2024. "Research on a Non-Stationary Groundwater Level Prediction Model Based on VMD-iTransformer and Its Application in Sustainable Water Resource Management of Ecological Reserves," Sustainability, MDPI, vol. 16(21), pages 1-18, October.
- Jinping Liu & Mingzhe Li & Renzhi Li & Masoud Jafari Shalamzari & Yanqun Ren & Esmaeil Silakhori, 2025. "Comprehensive Assessment of Drought Susceptibility Using Predictive Modeling, Climate Change Projections, and Land Use Dynamics for Sustainable Management," Land, MDPI, vol. 14(2), pages 1-37, February.
- Maksym W. Sitnicki & Dmytro Kurinskyi & Olena Pimenowa & Mirosław Wasilewski & Natalia Wasilewska, 2024. "Strategic Formation of Agricultural Market Clusters in Ukraine: Emerging as a Global Player," Sustainability, MDPI, vol. 16(21), pages 1-21, October.
- Jibran Qadri & Francesca Ceccato, 2024. "Exploring the Interaction Between Landslides and Carbon Stocks in Italy," Sustainability, MDPI, vol. 16(24), pages 1-27, December.
- Van Meerbeek, Koenraad & Ottoy, Sam & De Meyer, Annelies & Van Schaeybroeck, Tom & Van Orshoven, Jos & Muys, Bart & Hermy, Martin, 2015. "The bioenergy potential of conservation areas and roadsides for biogas in an urbanized region," Applied Energy, Elsevier, vol. 154(C), pages 742-751.
- Yuzhou Zhang & Yiyang Zhang & Jianxin Yang & Weilong Wu & Rong Tao, 2024. "Integrating System Dynamics, Land Change Models, and Machine Learning to Simulate and Predict Ecosystem Carbon Sequestration Under RCP-SSP Scenarios: Fusing Land and Climate Changes," Land, MDPI, vol. 13(11), pages 1-19, November.
- Sergiusz Pimenow & Olena Pimenowa & Lubov Moldavan & Liudmyla Udova & Mirosław Wasilewski & Natalia Wasilewska, 2025. "Transforming Agriculture into Energy: Unlocking Ukraine’s Bioenergy Potential for Sustainable Post-Conflict Recovery," Energies, MDPI, vol. 18(5), pages 1-23, March.
- Sergiusz Pimenow & Olena Pimenowa & Piotr Prus, 2024. "Challenges of Artificial Intelligence Development in the Context of Energy Consumption and Impact on Climate Change," Energies, MDPI, vol. 17(23), pages 1-34, November.
- Vincent Y. Chen & Day-Jye Lu & Yu-San Han, 2024. "Hybrid Intelligence for Marine Biodiversity: Integrating Citizen Science with AI for Enhanced Intertidal Conservation Efforts at Cape Santiago, Taiwan," Sustainability, MDPI, vol. 16(1), pages 1-20, January.
- Lu, Xiaoyao & Zou, Minzhong & Gan, Gary & Kang, Shaozhong, 2025. "Excessive irrigation-driven greening has triggered water shortages and compromised sustainability," Agricultural Water Management, Elsevier, vol. 311(C).
- Lubov Moldavan & Olena Pimenowa & Piotr Prus & Sergiusz Pimenow, 2024. "Pollution Problems in the Economic Agricultural Sector: Evaluating the Impact on Natural Resources and Solutions for Improvement," Sustainability, MDPI, vol. 16(24), pages 1-20, December.
- Xin Cheng, 2023. "A Review of Empirical Studies of Cultural Ecosystem Services in National Parks: Current Status and Future Research," Land, MDPI, vol. 12(10), pages 1-19, October.
- Schmidt, Sebastian & Kinne, Jan & Lautenbach, Sven & Blaschke, Thomas & Lenz, David & Resch, Bernd, 2022. "Greenwashing in the US metal industry? A novel approach combining SO2 concentrations from satellite data, a plant-level firm database and web text mining," ZEW Discussion Papers 22-006, ZEW - Leibniz Centre for European Economic Research.
- Ligao Yin & Heng Li & Dong Liu & Liangliang Zhang & Chunqing Wang & Mo Li & Muhammad Abrar Faiz & Tianxiao Li & Song Cui, 2025. "Interpretation and Comprehensive Evaluation of Regional Water–Land–Energy Coupling System Carrying Capacity," Sustainability, MDPI, vol. 17(4), pages 1-24, February.
- Xu Zhang & Guangsheng Chen & Lingxiao Cai & Hongbo Jiao & Jianwen Hua & Xifang Luo & Xinliang Wei, 2021. "Impact Assessments of Typhoon Lekima on Forest Damages in Subtropical China Using Machine Learning Methods and Landsat 8 OLI Imagery," Sustainability, MDPI, vol. 13(9), pages 1-21, April.
- Wolfram Rozas-Rodriguez & Rafael Pastor-Vargas & Andrew D. Peacock & David Kane & José Carpio-Ibañez, 2024. "BESS Reserve Optimisation in Energy Communities," Sustainability, MDPI, vol. 16(18), pages 1-18, September.
- Chunyang Guo & Jianhua Gao & Boyan Zhou & Jie Yang, 2021. "Factors of the Ecosystem Service Value in Water Conservation Areas Considering the Natural Environment and Human Activities: A Case Study of Funiu Mountain, China," IJERPH, MDPI, vol. 18(21), pages 1-22, October.
- Yang Liu & Tianxing Yang & Liwei Tian & Bincheng Huang & Jiaming Yang & Zihan Zeng, 2024. "Ada-XG-CatBoost: A Combined Forecasting Model for Gross Ecosystem Product (GEP) Prediction," Sustainability, MDPI, vol. 16(16), pages 1-19, August.
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- Sergiusz Pimenow & Olena Pimenowa & Lubov Moldavan & Piotr Prus & Katarzyna Sadowska, 2025. "Agroforestry as a Resource for Resilience in the Technological Era: The Case of Ukraine," Resources, MDPI, vol. 14(10), pages 1-29, September.
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- Kübra Karaman, 2025. "Understanding Ecotourism Decisions Through Dual-Process Theory: A Feature-Based Model from a Rural Region of Türkiye," Sustainability, MDPI, vol. 17(13), pages 1-20, June.
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