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Geoinformatics

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong, Youcai Xie, Lixia Li, Chuanlin Shi

published 12 Jun 2026

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HPA-UNet-LSNet: An LSNet-based U-Net with hybrid pooling attention for accurate segmentation of Haloxylon ammodendron crowns from UAV RGB imagery

Dongze Li, Xuefeng Yang, Yingnan Li, Ting Liang

published 12 Jun 2026

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Geospatial variation and machine learning approaches to predict open defecation practice in Zambia

Andualem Addisu Birlie, Nega Abebe Meshesha, Sefefe Birhanu Tizie, Smegnew Gichew Wondie, Selamawit Gashaw Teshome, Tesfaye Deribe Bedada, Ayana Alebachew Muluneh, Biruktawit Lelisa Eticha, Geleta Nenko Dube, Gelgelo Wodessa, Muluken Belachew Mengistie

published 10 Jun 2026

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Spatial distribution and risk assessment of dengue incidence at district level across major climatic zones in India

Meenu Mariya James, Karuppusamy Balasubramani, Praveen Balabaskaran Nina, Natarajan Gopalan, Sujit Kumar Behera

published 09 Jun 2026

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Geoglyphs and formative-period activity in the middle Chillón Valley, Peru: Ceramic association and null-model tests of route proximity

Christian Mesía-Montenegro, Ángel Sánchez-Borjas

published 08 Jun 2026

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Urban compactness and Land Use Efficiency in Indochina Capitals: A multi-method spatial assessment (2017–2024)

Tran Tuan Nguyen

published 05 Jun 2026

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A scalable variational method for estimating the latent infection-rate field of an outbreak

Wyatt H. Bridgman, Cosmin Safta, Jaideep Ray

published 29 May 2026

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RPINet: Dual-branch attention-guided fusion of remote sensing images and point clouds for urban scene segmentation

Zhe Jing, Zhengguo Yan

published 22 May 2026

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TransitNet: A lightweight semantic segmentation network for urban traffic scene understanding

Haiyan Zhang, Zining Zhao, Xiang Chu, Yilin Liu

published 22 May 2026

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Deep learning–based region merging with adaptive threshold optimization for building segmentation in remote sensing images

Asim Shoaib, Muhammad Waqas Nadeem, Nohaidda Sariff, Syeda Tehreem Haider, Fasee Ullah, Ateeq Ur Rehman, Sadiq Muhammad, Rab Nawaz, Muhammad Adnan Khan

published 15 May 2026

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Unsupervised seamless UAV image stitching via dense prediction

Jun Chen, Honghua Tang, Dongmei Yan, Shuo Chen, Jie Wang, Jianhui Li

published 14 May 2026

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Monitoring land degradation by soil salinity using Sentinel-2 satellite data and GIS techniques: A case study of Sabkhat Ghuwaymid, Saudi Arabia

Ahmed Alneami, Abdullah Almuthibi, Merai Alqahtani, Ahmed A. Alameen, Shahd Alahmadi, Faisal Alharbi, Safiah Almutairi, Mohamed Alshafaey

published 13 May 2026

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A novel methodological framework for predicting and mapping agriculture-related soil attributes using Euclidean distance, regular grids, and machine learning algorithms

Gustavo Vieira Veloso, Danilo César de Mello, Elpídio Inácio Fernandes-Filho, Cristiano Marcelo Pereira de Souza, Lucas Augusto Pereira da Silva, Mario Marcos Espirito Santo, Gustavo Mattos Vasques, Maurício Rizzato Coelho, José A. M. Demattê

published 11 May 2026

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