Geoinformatics and Data Analysis

1. Front Matter

   Pages i-xii

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2. Geomorphology and Meteorology

   1. Front Matter

      Pages 1-1

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   2. Spatio-Temporal Characteristics of Land-Cover Changes in China During 2000–2019

      • Shu Tao, Tao Cheng, Juan Du, Ran Li, Guangyong Li, Jin Liu

      Pages 3-12

   3. Analyzing Geospatial Key Factors and Predicting Bike Activity in Hamburg

      • Cédric Roussel, Alexander Rolwes, Klaus Böhm

      Pages 13-24

   4. Evaluation and Pattern Optimization of Ecological Space of Chongqing with Remote Sensing Data

      • Fengmin Wu, Zhipeng Zheng, Yalin Wang, Jian Liu, Shaojia Zhang

      Pages 25-34

   5. Research on Calculation Model of National Fragile State Based on Climate Vulnerability

      • Changhua Chen

      Pages 35-53

   6. Daily Rainfall Analysis in Indonesia Using ARIMA, Neural Network and LSTM

      • Syarifah Diana Permai, Ming Kang Ho

      Pages 54-65

3. Geological Monitoring and Remote Sensing Technology

   1. Front Matter

      Pages 67-67

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   2. Development of a Geoinformation Monitoring Module for the Khankalsky Geothermal Deposit in the Chechen Republic

      • Elina Elsunkaeva, Magomed Mintsaev, Timur Ezirbaev

      Pages 69-77

   3. Mapping Fences in Xilingol Grassland Using High Spatiotemporal Resolution Remote Sensing Data

      • Tao Liu, Xiaolong Liu, Libiao Guo, Shupeng Gao

      Pages 78-87

   4. Comparative Study on Remote Sensing Image Classifier of Jiulong River Basin

      • Yiping Liao, Guangsheng Liu, Haijun Luan, Meiduan Zheng, Guojiang Deng

      Pages 88-94

   5. OSM-GAN: Using Generative Adversarial Networks for Detecting Change in High-Resolution Spatial Images

      • Lasith Niroshan, James D. Carswell

      Pages 95-105

4. Urban Geography and Spatial Planning

   1. Front Matter

      Pages 107-107

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   2. Analysis of Urban Sprawl and Growth Pattern Using Geospatial Technologies in Megacity, Bangkok, Thailand

      • Pawinee Iamtrakul, Apinya Padon, Jirawan Klaylee

      Pages 109-123

   3. WEB-GIS for Transportation System of Oran City

      • Khedidja Belbachir, Fatima Zohra Belhouari

      Pages 124-132

   4. Construction Method of City-Level Geographic Knowledge Graph Based on Geographic Entity

      • Junwei Liu, Dahai Guo, Guokun Liu, Yanli Zhao, Wenxue Yang, Liping Tang

      Pages 133-142

   5. Development of Remote Sensing Software Using a Boosted Tree Machine Learning Model Architecture for Professional and Citizen Science Applications

      • Suraj N. Vaddi, Kathleen M. Morrow

      Pages 143-152

   6. Fast Construction of Vegetation Polygons Based on Object-Oriented Method

      • Fengmin Wu, Xing Liang, Jing Yu, Zhipeng Zheng, Junjun Liang

      Pages 153-161

5. Software and Information Systems

   1. Front Matter

      Pages 163-163

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   2. A/B Testing via Continuous Integration and Continuous Delivery

      • Ádám Révész, Norbert Pataki

      Pages 165-174

This book contains the proceedings of the 5th International Conference on Geoinformatics and Data Analysis (ICGDA 2022), held in January 21–23, Paris, France. Geoinformatics helps to support basic scientific inquiry as well as address the complex social and environmental challenges. It becomes very important technology to decision-makers across a wide range of disciplines such as computer science, information technology, software engineering, biogeography, geography, conservation, architecture, spatial analysis and reinforcement learning. The papers included in this proceeding share the latest research results and practical application examples on the methodologies and algorithms in the area of geoinformatics and data analysis, including software and information engineering, environmental geography and geographic information system, which makes the book a valuable reference for researchers, engineers and university students who are working in the field.

• Data Analysis
• Geoinformatics
• Geographic Information Systems
• ICGDA
• ICGDA2022

• Multidimensional Signal Processing Group, Ecole Centrale Marseille, Marseille Cedex 13, France

  Salah Bourennane

• Department of Geography, Faculty of Science, Masaryk University, Brno, Czech Republic

  Petr Kubicek

Policies and ethics