Evaluating the Efficiency of U-Net and XGBoost Models in Extracting Building Footprint Information

Articles in Press, Accepted Manuscript, Available Online from 13 May 2025

10.48308/gisj.2025.239416.1259

Ehsan Haghighi Gashti; Mohsen Niroomand; Mohammad Javad Valadan Zoej

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Crop mapping using machine learning algorithms and dual-polarized indices derived from multi-temporal Sentinel-1 data

Articles in Press, Accepted Manuscript, Available Online from 06 October 2025

10.48308/gisj.2025.240352.1270

Syed Hedayat Sheikhghaderi; Mostafa Mahdavifard; Reyhaneh Modirzadeh; Khalil Valizadeh Kamran

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Developing a Spatiotemporal Habitat Suitability Model to Assess Biodiversity Changes in Response to Climate Change

Volume 16, Issue 4, 2025, Pages 115-137

10.48308/gisj.2024.236293.1225

Elham Ebrahimi; Faraham Ahmadzadeh; Asghar Abdoli; Babak Naimi

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Optimization of the Results of the ML-Based GMDH Algorithm in order to Increase the Accuracy of Walnut Pollen Detection and Horizontal Optical Depth through the TLBO Algorithm

Volume 16, Issue 1, 2024, Pages 49-66

10.48308/gisj.2022.102900

Mehdi Amiri; Farzad Amiri; Mohammad Hossein Pourasad; Seyfollah Soleimani

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Crop Mapping Using a Combination of Sentinel-1 and 2 Images in Ardabil Province

Volume 16, Issue 3, 2024, Pages 25-46

10.48308/gisj.2023.103095

Bahar Asadi; Ali shamsoddini

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Improving the Accuracy of Ground Surface Ozone Concentration Estimation Using Satellite Products and Machine Learning

Volume 15, Issue 4, 2023, Pages 17-30

10.48308/gisj.2022.102758

Rasoul Atashi Deligani; Mina Moradizadeh; Behnam Tashayo

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Determination of Groundwater Spring Potential Using Maximum Entropy, GIS and RS Emphasizing HAND Topographic-Hydrologic New Index (Case Study: Urmia Lake Basin)

Volume 13, Issue 2, 2021, Pages 119-138

10.52547/gisj.13.2.119

Mehdi Teimouri; Omid Asadi Nalivan

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Man-Made Object Detection in Aerial Images Using Color Statistical Features and Machine Learning

Volume 11, Issue 3, 2020, Pages 21-42

10.52547/gisj.11.3.21

Naser Farajzadeh; Mehdi Hashemzadeh

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Target detection from high-resolution remote sensing images using deep learning methods

Volume 11, Issue 1, 2019, Pages 48-64

10.52547/gisj.11.1.48

nima farhadi; Abas Kiani; Hamid Ebadi

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Building Extraction from Fused Hyperspectral and LiDAR Data using Machine Learning Technique

Volume 10, Issue 2, September 2018, Pages 1-14

Seyed Yousef Sajjadi; Saeid Parsian

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Classification of LiDAR Points Cloud Using Markov Random Field and Machine Learning Techniques

Volume 9, Issue 2, December 2017, Pages 41-60

F Aghighi; O.M Ebadati; H Aghighi

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