Search Results - "Land use mapping"

Role of High-Resolution Land Surface Representation in WRF Model for Forecasting Extreme Heatwave Conditions over Cyprus.

Authors: Parde, Avinash N. Koundal, Kartik Bhautmage, Utkarsh et al.

Source: Forecasting. Jun2026, Vol. 8 Issue 3, p42. 23p.

Meta-Learning in Land Use and Land Cover Classification: Review and Perspective.

Authors: He, Wei Li, Lianfa Wu, Haoxiong et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1879. 34p.

Subjects: Land use mapping, Remote sensing, Deep learning, Machine learning, Multisensor data fusion

Comparison of Lightweight Deep Neural Networks for Landsat Time-Series Land Use and Land Cover Classification over the Conterminous United States.

Authors: Wang, Zhixin Mountrakis, Giorgos Safaeinia, Ahmadreza

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1757. 29p.

Subjects: Land use mapping, Recurrent neural networks, Artificial neural networks, Environmental monitoring

Performance of Global Land Use Land Cover Products for Southwest China Karst.

Authors: Zhang, Chunhua Qi, Xiangkun Cheung, Hoi Shan et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 10, p1573. 26p.

Subjects: Karst, Land use mapping, Multisensor data fusion, Vegetation classification, Environmental monitoring, European Space Agency, Geomorphology

Geographic Terms: Southwest China

Cross-Scale U-Net: A Deep Transfer Learning Framework for Automated High-Resolution Urban Land Cover Mapping †.

Authors: Wang, Zhe Fan, Chao Sun, Shoukun et al.

Source: Buildings (2075-5309); Jun2026, Vol. 16 Issue 12, p2441, 18p

Cross-Resolution Consistency of UAV Thermal and Landsat 8 TIRS LST in a Tropical Coastal-Industrial City.

Authors: Anggraini, Intan Astritya Atikawati, Dini Isdianto, Andik

Source: Engineering, Technology & Applied Science Research; Jun2026, Vol. 16 Issue 3, p36886-36892, 7p

Quantitative Evaluation of Machine Learning-based Land Use Classification with Multispectral Satellite Data.

Authors: Bansal, Krati Nath, Anindita Choudhury, Tanupriya et al.

Source: Pertanika Journal of Science & Technology; Jun2026, Vol. 34 Issue 3, p1905-1932, 28p

Empirical Analysis of Risk Assessment of Ecotourism Scenic Spots Based on Remote Sensing and AHP-EW.

Authors: Qi, Liwei¹, qiliweiqlw@outlook.com

Source: Journal of Engineering, Project & Production Management; 2026, Vol. 16 Issue 3, p1-9, 9p

Spectral Input Selection and Architectural Design for Robust Multispectral Land Cover Semantic Segmentation from Sentinel-2 Imagery.

Authors: Mitić, Jelena Ilić, Velibor Durlević, Uroš et al.

Source: AI. Jun2026, Vol. 7 Issue 6, p186. 26p.

Assessment of Carbon Dynamics Using Remote Sensing, Machine Learning, and Cellular Automata in a Semi-Arid Region.

Authors: Barrile, Vincenzo Genovese, Emanuela Maesano, Clemente et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p4801, 16p

Evaluating the Performance of AlphaEarth Foundation Embeddings for Irrigated Cropland Mapping Across Regions and Years.

Authors: Yang, Lulu Gao, Yuan Zhao, Xiangyang et al.

Source: Remote Sensing. Apr2026, Vol. 18 Issue 7, p1065. 24p.

Subjects: Agricultural water supply, Land use mapping, Classification algorithms, DeepMind Technologies Ltd., Remote sensing, Remote-sensing images, Machine learning, Spatiotemporal processes

Geographic Terms: China, United States, Kansas

بررسی فرسایش خاک با استفاده از تحلیلهای تصمیم گیری چند معیاره در GIS در منطقه شهرستان خوی. (Persian)

Authors: فاطمه مقدم دیزج &#1607 بختیار فیضی زاده

Source: Remote Sensing & GIS Applications in Environmental Sciences; Apr2026, Vol. 6 Issue 18, Preceding p58-77, 22p

طبقه بندی محصول توت فرنگی با استفاده از تصاویر ماهواره ای سنتینل ۲ و الگوریتم یادگیری عمیق CNN، رویکردی مبتنی بر داده های فنولوژیک محل. (Persian)

Authors: امیر آقابالائی جاهده تکیه خواه شلیر کاتورانی et al.

Source: Remote Sensing & GIS Applications in Environmental Sciences; Apr2026, Vol. 6 Issue 18, Preceding p78-96, 24p

The MapBiomas Uruguay initiative to monitor annual land use and land cover changes from 1985 to 2023.

Alternate Title: La iniciativa MapBiomas Uruguay para monitorear los cambios anuales en el uso y cobertura del suelo entre 1985 y 2023.

Authors: GALLEGO, FEDERICO BARBIERI, ANDREA RAMOS, SEBASTIÁN et al.

Source: Ecologia Austral. Apr2026, Vol. 36 Issue 1, p31-46. 16p.

Improving Land Cover Classification Accuracy in Satellite Imagery Using Artistic Styles.

Authors: Won, Taeyeon Eo, Yang Dam

Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 5, p2476, 17p

Mapping the Boundaries of Community Land in Mainland Portugal to Support Governance and Wildfire Hazard Assessment.

Authors: Skulska, Iryna Colaço, Maria Conceição Rego, Francisco Castro et al.

Source: Geographies. Mar2026, Vol. 6 Issue 1, p35. 21p.

An Improved Geospatial Object Detection Framework for Complex Urban and Environmental Remote Sensing Scenes.

Authors: Zhu, Yueying Chen, Aidong Li, Xiang et al.

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 3, p1288, 17p

用于土地覆盖分割的多路径多尺度注意力网络.

Alternate Title: A multi-path and multi-scale attention network for land cover segmentation.

Authors: 李 燕 樊新宇 陈 芹

Source: Computer Engineering & Science / Jisuanji Gongcheng yu Kexue. Jan2026, Vol. 48 Issue 1, p108-118. 11p.

Subjects: Land use mapping, Convolutional neural networks, Transformer models, Computer vision, Artificial neural networks, Feature extraction

Geospatial Analysis of Land Cover Maps: A Case Study in Mumbai Metropolitan Region, India.

Authors: Bathe, Devanand K. Prabhu, Sapna

Source: Grenze International Journal of Engineering & Technology (GIJET); Jan2026, Vol. 12 Issue Part2, p2471-2477, 7p

Research on Remote Sensing Image Object Segmentation Using a Hybrid Multi-Attention Mechanism.

Authors: Chen, Lei Li, Changliang Gao, Yixuan et al.

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 2, p695, 22p