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Pengshuo Li, Yongjiu Feng, Xiaohua Tong, Rong Wang, Shuting Zhai, Yan Tang & Weijia Liu. (2022) Spatial planning-constrained modeling of urban growth in the Yangtze River Delta considering the element flows. GIScience & Remote Sensing 59:1, pages 1491-1508.
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Fei He, Jun Yang, Yuqing Zhang, Dongqi Sun, Li Wang, Xiangming Xiao & Jianhong (Cecilia) Xia. (2022) Offshore Island Connection Line: A new perspective of coastal urban development boundary simulation and multi-scenario prediction. GIScience & Remote Sensing 59:1, pages 801-821.
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Xinxin Wu, Xiaoping Liu, Dachuan Zhang, Jinbao Zhang, Jialyu He & Xiaocong Xu. (2022) Simulating mixed land-use change under multi-label concept by integrating a convolutional neural network and cellular automata: a case study of Huizhou, China. GIScience & Remote Sensing 59:1, pages 609-632.
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Bin Zhang & Haijun Wang. (2022) Exploring the advantages of the maximum entropy model in calibrating cellular automata for urban growth simulation: a comparative study of four methods. GIScience & Remote Sensing 59:1, pages 71-95.
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Jiafeng Wang, Yongjiu Feng, Zhen Ye, Xiaohua Tong, Rong Wang, Chen Gao, Shurui Chen, Zhenkun Lei, Song Liu & Yanmin Jin. (2022) Simulating the effect of urban light rail transit on urban development by coupling cellular automata and conjugate gradients. Geocarto International 37:8, pages 2346-2364.
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Tongtong Geng & Yueping Du. (2022) The business model of intelligent manufacturing with Internet of Things and machine learning. Enterprise Information Systems 16:2, pages 307-325.
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Rakibul Ahasan & Burak Güneralp. (2022) Transportation in urban land change models: a systematic review and future directions. Journal of Land Use Science 17:1, pages 351-367.
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Bin Zhang & Chang Xia. (2022) The effects of sample size and sample prevalence on cellular automata simulation of urban growth. International Journal of Geographical Information Science 36:1, pages 158-187.
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Xuecao Li, Jie Zhang, Zhouyuan Li, Tengyun Hu, Qiusheng Wu, Jun Yang, Jianxi Huang, Wei Su, Yuanyuan Zhao, Yuyu Zhou, Xiaoping Liu, Peng Gong & Xi Wang. (2021) Critical role of temporal contexts in evaluating urban cellular automata models. GIScience & Remote Sensing 58:6, pages 799-811.
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Bin Zhang & Haijun Wang. (2021) A new type of dual-scale neighborhood based on vectorization for cellular automata models. GIScience & Remote Sensing 58:3, pages 386-404.
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Xiaohua Tong & Yongjiu Feng. (2020) A review of assessment methods for cellular automata models of land-use change and urban growth. International Journal of Geographical Information Science 34:5, pages 866-898.
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Biswajit Mondal, Suman Chakraborti, Dipendra Nath Das, Pawan Kumar Joshi, Santu Maity, Malay Kumar Pramanik & Soumendu Chatterjee. (2020) Comparison of spatial modelling approaches to simulate urban growth: a case study on Udaipur city, India. Geocarto International 35:4, pages 411-433.
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Chang Xia, Bin Zhang, Haijun Wang, Si Qiao & Anqi Zhang. (2020) A minimum-volume oriented bounding box strategy for improving the performance of urban cellular automata based on vectorization and parallel computing technology. GIScience & Remote Sensing 57:1, pages 91-106.
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Bin Quan, Robert Gilmore Pontius$suffix/text()$suffix/text() & Hui Song. (2020) Intensity Analysis to communicate land change during three time intervals in two regions of Quanzhou City, China. GIScience & Remote Sensing 57:1, pages 21-36.
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Yongjiu Feng & Xiaohua Tong. (2019) Incorporation of spatial heterogeneity-weighted neighborhood into cellular automata for dynamic urban growth simulation. GIScience & Remote Sensing 56:7, pages 1024-1045.
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Songshan Yue, Min Chen, Chaowei Yang, Chaoran Shen, Bowen Zhang, Yongning Wen & Guonian Lü. (2019) A loosely integrated data configuration strategy for web-based participatory modeling. GIScience & Remote Sensing 56:5, pages 670-698.
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Julian Hagenauer, Hichem Omrani & Marco Helbich. (2019) Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany. International Journal of Geographical Information Science 33:7, pages 1399-1419.
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Jun Yang, Andong Guo, Yonghua Li, Yuqing Zhang & Xueming Li. (2019) Simulation of landscape spatial layout evolution in rural-urban fringe areas: a case study of Ganjingzi District. GIScience & Remote Sensing 56:3, pages 388-405.
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Dachuan Zhang, Xiaoping Liu, Xiaoyu Wu, Yao Yao, Xinxin Wu & Yimin Chen. (2019) Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China. GIScience & Remote Sensing 56:2, pages 282-308.
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Miae Kim, Junghye Lee & Jungho Im. (2018) Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data. GIScience & Remote Sensing 55:5, pages 763-792.
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Articles from other publishers (46)
Andrea Reimuth, Michael Hagenlocher, Liang Emlyn Yang, Antje Katzschner, Mostapha Harb & Matthias Garschagen. (2023) Urban growth modeling for the assessment of future climate and disaster risks: approaches, gaps and needs. Environmental Research Letters 19:1, pages 013002.
Crossref
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Man Jiang Shi, Qi Cao, Anton van Rompaey, Moqiao Pu & Baisong Ran. (2023) Modeling vibrant areas at nighttime: A machine learning-based analytical framework for urban regeneration. Sustainable Cities and Society 99, pages 104920.
Crossref
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Meiliu Wu, Qunying Huang, Song Gao & Zhou Zhang. (2023) Mixed land use measurement and mapping with street view images and spatial context-aware prompts via zero-shot multimodal learning. International Journal of Applied Earth Observation and Geoinformation 125, pages 103591.
Crossref
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S. El Hajjar, F. Abdallah, H. Kassem & H. Omrani. (2023) Long Short-Term Memory and Attention Models for Simulating Urban Densification. Sustainable Cities and Society 98, pages 104852.
Crossref
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Yunes Almansoub, Ming Zhong, Muhammad Safdar, Asif Raza, Abdelghani Dahou & Mohammed A. A. Al-qaness. (2023) Modeling Impact of Transportation Infrastructure-Based Accessibility on the Development of Mixed Land Use Using Deep Neural Networks: Evidence from Jiang’an District, City of Wuhan, China. Sustainability 15:21, pages 15470.
Crossref
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Michal Druga & Jozef Minár. (2023) Cost distance and potential accessibility as alternative spatial approximators of human influence in LUCC modelling. Land Use Policy 132, pages 106840.
Crossref
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Ammara Talib & Timothy O. Randhir. (2023) Long-term effects of land-use change on water resources in urbanizing watersheds. PLOS Water 2:4, pages e0000083.
Crossref
Crossref
Jinyao Lin, Xia Li, Youyue Wen & Peiting He. (2023) Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA). Cities 132, pages 103906.
Crossref
Crossref
Ehsan Foroutan, Mahmoud Reza Delavar, Bryan Christopher Pijanowski & Babak Nadjar Araabi. (2022) Urban growth modeling based on cellular automata with transition rules optimized using genetic fuzzy systems. Transactions in GIS 26:8, pages 3253-3276.
Crossref
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Bingkui Qiu, Min Zhou, Yang Qiu, Shuhan Liu, Guoliang Ou, Chaonan Ma, Jiating Tu & Siqi Li. (2022) An Integrated Spatial Autoregressive Model for Analyzing and Simulating Urban Spatial Growth in a Garden City, China. International Journal of Environmental Research and Public Health 19:18, pages 11732.
Crossref
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Yilin Lin, Junsan Zhao, Guoping Chen & Yixiang Feng. (2022) Dynamic Simulation and Evolution of Land Mixed Utilization in Kunming Based on Mixed-Cell-CA Model. Dynamic Simulation and Evolution of Land Mixed Utilization in Kunming Based on Mixed-Cell-CA Model.
Najmeh Mozaffaree Pour, Oleksandr Karasov, Iuliia Burdun & Tõnu Oja. (2022) Simulation of land use/land cover changes and urban expansion in Estonia by a hybrid ANN-CA-MCA model and utilizing spectral-textural indices. Environmental Monitoring and Assessment 194:8.
Crossref
Crossref
Anasua Chakraborty, Sujit Sikder, Hichem Omrani & Jacques Teller. (2022) Cellular Automata in Modeling and Predicting Urban Densification: Revisiting the Literature since 1971. Land 11:7, pages 1113.
Crossref
Crossref
Haoming Zhuang, Xiaoping Liu, Yuchao Yan, Dachuan Zhang, Jialyu He, Jinqiang He, Xinchang Zhang, Honghui Zhang & Manchun Li. (2022) Integrating a deep forest algorithm with vector‐based cellular automata for urban land change simulation. Transactions in GIS 26:4, pages 2056-2080.
Crossref
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Yi Lu, Shawn Laffan & Christopher Pettit. (2021) A geographically partitioned cellular automata model for the expansion of residential areas. Transactions in GIS 26:3, pages 1548-1571.
Crossref
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Tatek Belay & Daniel Ayalew Mengistu. (2021) Impacts of land use/land cover and climate changes on soil erosion in Muga watershed, Upper Blue Nile basin (Abay), Ethiopia. Ecological Processes 10:1.
Crossref
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Quanli Xu, Qing Wang, Jing Liu & Hong Liang. (2021) Simulation of Land-Use Changes Using the Partitioned ANN-CA Model and Considering the Influence of Land-Use Change Frequency. ISPRS International Journal of Geo-Information 10:5, pages 346.
Crossref
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Jiaming Na, Jie Zhu, Jiazhu Zheng, Shaoning Di, Hu Ding & Lingfei Ma. (2021) Cellular Automata Based Land-Use Change Simulation Considering Spatio-Temporal Influence Heterogeneity of Light Rail Transit Construction: A Case in Nanjing, China. ISPRS International Journal of Geo-Information 10:5, pages 308.
Crossref
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Priyamvada Bagaria, Subrata Nandy, Debashis Mitra & K. Sivakumar. (2021) Monitoring and predicting regional land use and land cover changes in an estuarine landscape of India. Environmental Monitoring and Assessment 193:3.
Crossref
Crossref
Ivan Dario Lopez, Apolinar Figueroa & Juan Carlos Corrales. (2021) Multi-Label Data Fusion to Support Agricultural Vulnerability Assessments. IEEE Access 9, pages 88313-88326.
Crossref
Crossref
Minrui ZhengMinrui Zheng. 2021. Spatially Explicit Hyperparameter Optimization for Neural Networks. Spatially Explicit Hyperparameter Optimization for Neural Networks
9
21
.
Rajsekhar Chakraborty & Swades Pal. (2020) Application of numerical models to simulate the charland area from Rajmahal to Farakka barrage of the Ganga river of eastern India. Spatial Information Research 28:6, pages 683-698.
Crossref
Crossref
Karolina Zięba-Kulawik, Konrad Skoczylas, Ahmed Mustafa, Piotr Wężyk, Philippe Gerber, Jacques Teller & Hichem Omrani. (2020) Spatiotemporal Changes in 3D Building Density with LiDAR and GEOBIA: A City-Level Analysis. Remote Sensing 12:21, pages 3668.
Crossref
Crossref
Hongmi Koo, Janina Kleemann & Christine Fürst. (2020) Integrating Ecosystem Services into Land-Use Modeling to Assess the Effects of Future Land-Use Strategies in Northern Ghana. Land 9:10, pages 379.
Crossref
Crossref
Rafael M. Navarro Cerrillo, Guillermo Palacios Rodríguez, Inmaculada Clavero Rumbao, Miguel Ángel Lara, Francisco Javier Bonet & Francisco-Javier Mesas-Carrascosa. (2020) Modeling Major Rural Land-Use Changes Using the GIS-Based Cellular Automata Metronamica Model: The Case of Andalusia (Southern Spain). ISPRS International Journal of Geo-Information 9:7, pages 458.
Crossref
Crossref
Andong Guo, Yuqing Zhang & Qing Hao. (2020) Monitoring and Simulation of Dynamic Spatiotemporal Land Use/Cover Changes. Complexity 2020, pages 1-12.
Crossref
Crossref
Chen Gao, Yongjiu Feng, Xiaohua Tong, Zhenkun Lei, Shurui Chen & Shuting Zhai. (2020) Modeling urban growth using spatially heterogeneous cellular automata models: Comparison of spatial lag, spatial error and GWR. Computers, Environment and Urban Systems 81, pages 101459.
Crossref
Crossref
Dongjin Cho, Cheolhee Yoo, Jungho Im & Dong‐Hyun Cha. (2020) Comparative Assessment of Various Machine Learning‐Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas. Earth and Space Science 7:4.
Crossref
Crossref
Vishu Madaan & Anjali Goyal. (2020) Predicting Ayurveda-Based Constituent Balancing in Human Body Using Machine Learning Methods. IEEE Access 8, pages 65060-65070.
Crossref
Crossref
Min Wang, Longyan Cai, Hui Xu & Shengli Zhao. (2019) Predicting land use changes in northern China using logistic regression, cellular automata, and a Markov model. Arabian Journal of Geosciences 12:24.
Crossref
Crossref
Sumin Park, Haemi Park, Jungho Im, Cheolhee Yoo, Jinyoung Rhee, Byungdoo Lee & ChunGeun Kwon. (2019) Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches. PLOS ONE 14:10, pages e0223362.
Crossref
Crossref
Min Cao, Yanhui Zhu, Jinling Quan, Sheng Zhou, Guonian Lü, Min Chen & Mengxue Huang. (2019) Spatial Sequential Modeling and Predication of Global Land Use and Land Cover Changes by Integrating a Global Change Assessment Model and Cellular Automata. Earth's Future 7:9, pages 1102-1116.
Crossref
Crossref
Magdalena Wagner & Walter Timo de Vries. (2019) Comparative Review of Methods Supporting Decision-Making in Urban Development and Land Management. Land 8:8, pages 123.
Crossref
Crossref
Yeonjin Lee, Daehyeon Han, Myoung-Hwan Ahn, Jungho Im & Su Jeong Lee. (2019) Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network. Remote Sensing 11:15, pages 1741.
Crossref
Crossref
Kristen M. Bellisario, Taylor Broadhead, David Savage, Zhao Zhao, Hichem Omrani, Saihua Zhang, John Springer & Bryan C. Pijanowski. (2019) Contributions of MIR to soundscape ecology. Part 3: Tagging and classifying audio features using a multi-labeling k-nearest neighbor approach. Ecological Informatics 51, pages 103-111.
Crossref
Crossref
Kristen M. Bellisario, Jack VanSchaik, Zhao Zhao, Amandine Gasc, Hichem Omrani & Bryan C. Pijanowski. (2019) Contributions of MIR to Soundscape Ecology. Part 2: Spectral timbral analysis for discriminating soundscape components. Ecological Informatics 51, pages 1-14.
Crossref
Crossref
Lingzhi Wang, Hichem Omrani, Zhao Zhao, Dante Francomano, Ke Li & Bryan Pijanowski. (2019) Analysis on urban densification dynamics and future modes in southeastern Wisconsin, USA. PLOS ONE 14:3, pages e0211964.
Crossref
Crossref
Hichem Omrani, Benoit Parmentier, Marco Helbich & Bryan Pijanowski. (2019) The land transformation model-cluster framework: Applying k-means and the Spark computing environment for large scale land change analytics. Environmental Modelling & Software 111, pages 182-191.
Crossref
Crossref
Eduardo Gomes, Patrícia Abrantes, Arnaud Banos, Jorge Rocha & Michael Buxton. (2019) Farming under urban pressure: Farmers' land use and land cover change intentions. Applied Geography 102, pages 58-70.
Crossref
Crossref
Hossein Mojaddadi Rizeei, Biswajeet Pradhan & Maryam Adel Saharkhiz. 2019. GCEC 2017. GCEC 2017
1103
1126
.
Jun Yang, Weiling Liu, Yonghua Li, Xueming Li & Quansheng Ge. (2018) Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian. Complexity 2018, pages 1-17.
Crossref
Crossref
Xiaohong Yang, Zhong Xie, Feng Ling, Xiaodong Li, Yihang Zhang & Ming Zhong. (2018) Spatio-Temporal Super-Resolution Land Cover Mapping Based on Fuzzy C-Means Clustering. Remote Sensing 10:8, pages 1212.
Crossref
Crossref
Federico Amato, Marj Tonini, Beniamino Murgante & Mikhail Kanevski. (2018) Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal. Environmental Modelling & Software 104, pages 171-187.
Crossref
Crossref
Jinyao Lin, Tongli Chen & Qiazi Han. (2018) Simulating and Predicting the Impacts of Light Rail Transit Systems on Urban Land Use by Using Cellular Automata: A Case Study of Dongguan, China. Sustainability 10:4, pages 1293.
Crossref
Crossref
Julian Hagenauer & Marco Helbich. (2018) Local modelling of land consumption in Germany with RegioClust. International Journal of Applied Earth Observation and Geoinformation 65, pages 46-56.
Crossref
Crossref
Hossein Mojaddadi Rizeei, Biswajeet Pradhan & Maryam Adel Saharkhiz. (2018) Surface runoff prediction regarding LULC and climate dynamics using coupled LTM, optimized ARIMA, and GIS-based SCS-CN models in tropical region. Arabian Journal of Geosciences 11:3.
Crossref
Crossref