Citations (98)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (14)
Mohammad Ahmadlou, Mohammad Karimi & Nadhir Al-Ansari. (2023) The use of maximum entropy and ecological niche factor analysis to decrease uncertainties in samples for urban gain models. GIScience & Remote Sensing 60:1.
Read now
Read now
Yenny Cuellar & Liliana Perez. (2023) Assessing the accuracy of sensitivity analysis: an application for a cellular automata model of Bogota’s urban wetland changes. Geocarto International 38:1.
Read now
Read now
Hanieh Shojaei, Saeed Nadi, Hossein Shafizadeh-Moghadam, Amin Tayyebi & John Van Genderen. (2022) An efficient built-up land expansion model using a modified U-Net. International Journal of Digital Earth 15:1, pages 148-163.
Read now
Read now
Haoming Zhuang, Guangzhao Chen, Yuchao Yan, Bingjie Li, Li Zeng, Jinpei Ou, Kangyao Liu & Xiaoping Liu. (2022) Simulation of urban land expansion in China at 30 m resolution through 2050 under shared socioeconomic pathways. GIScience & Remote Sensing 59:1, pages 1301-1320.
Read now
Read now
Yongjiu Feng, Chen Gao, Rong Wang, Pengshuo Li, Mengrong Xi, Yanmin Jin & Xiaohua Tong. (2022) A moving window-based spatial assessment method for dynamic urban growth simulations. Geocarto International 37:27, pages 15282-15301.
Read now
Read now
Ankita Saxena, Mahesh Kumar Jat & Sudhir Kumar. (2022) Sensitivity analysis and retrieval of optimum SLEUTH model parameters. Geocarto International 37:25, pages 7431-7444.
Read now
Read now
Mohammad Ahmadlou, Mohammad Karimi & Robert Gilmore Pontius$suffix/text()$suffix/text(). (2022) A new framework to deal with the class imbalance problem in urban gain modeling based on clustering and ensemble models. Geocarto International 37:19, pages 5669-5692.
Read now
Read now
Yongjiu Feng, Peiqi Wu, Xiaohua Tong, Pengshuo Li, Rong Wang, Yilun Zhou, Jiafeng Wang & Jinyu Zhao. (2022) The effects of factor generalization scales on the reproduction of dynamic urban growth. Geo-spatial Information Science 25:3, pages 457-475.
Read now
Read now
Xia Zhao, Yuyu Zhou, Wei Chen, Xi Li, Xuecao Li & Deren Li. (2021) Mapping hourly population dynamics using remotely sensed and geospatial data: a case study in Beijing, China. GIScience & Remote Sensing 58:5, pages 717-732.
Read now
Read now
Shurui Chen, Yongjiu Feng, Zhen Ye, Xiaohua Tong, Rong Wang, Shuting Zhai, Chen Gao, Zhenkun Lei & Yanmin Jin. (2020) A cellular automata approach of urban sprawl simulation with Bayesian spatially-varying transformation rules. GIScience & Remote Sensing 57:7, pages 924-942.
Read now
Read now
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.
Read now
Read now
Bahman Jabbarian Amiri, Ali Asgarian & Yousef Sakieh. (2017) Introducing landscape accuracy metric for spatial performance evaluation of land use/land cover change models. Geocarto International 32:11, pages 1171-1187.
Read now
Read now
Donna L. Dustin & Peter C. Jacobson. (2015) Predicting the extent of lakeshore development using GIS datasets. Lake and Reservoir Management 31:3, pages 169-179.
Read now
Read now
Xuecao Li, Xiaoping Liu & Peng Gong. (2015) Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model. International Journal of Geographical Information Science 29:5, pages 762-785.
Read now
Read now
Articles from other publishers (84)
L. Crescenzo, R. Guthrie & M. Calvello. (2023) Evaluating the performance of propagation models of flow-like landslides at regional scale. Landslides.
Crossref
Crossref
Grace S. Malley, Dan Wanyama, L.J. Gorenflo & Douglas A. Miller. (2023) Land use change analysis and modeling of its future trajectories in Morogoro Region, Tanzania: Implication for conservation. Applied Geography 159, pages 103081.
Crossref
Crossref
Jingying Fu, Qiang Gao, Dong Jiang, Xiang Li & Gang Lin. (2023) Spatial–temporal distribution of global production–living–ecological space during the period 2000–2020. Scientific Data 10:1.
Crossref
Crossref
Tirthankar Basu, Arijit Das, Ketan Das & Paulo Pereira. (2023) Urban expansion induced loss of natural vegetation cover and ecosystem service values: A scenario-based study in the siliguri municipal corporation (Gateway of North-East India). Land Use Policy 132, pages 106838.
Crossref
Crossref
Yenny Cuellar & Liliana Perez. (2023) Multitemporal modeling and simulation of the complex dynamics in urban wetlands: the case of Bogota, Colombia. Scientific Reports 13:1.
Crossref
Crossref
Davide Chicco & Giuseppe Jurman. (2023) The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification. BioData Mining 16:1.
Crossref
Crossref
Juliana Mio de Souza, Paulo Morgado, Eduarda Marques da Costa & Luiz Fernando de Novaes Vianna. (2023) Predictive Scenarios of LULC Changes Supporting Public Policies: The Case of Chapecó River Ecological Corridor, Santa Catarina/Brazil. Land 12:1, pages 181.
Crossref
Crossref
Lijuan Ren, Aicha Sekhari Seklouli, Tao Wang, Haiqing Zhang & Abdelaziz Bouras. (2022) Hypertension Prediction Using Optimal Random Forest and Real Medical Data. Hypertension Prediction Using Optimal Random Forest and Real Medical Data.
Yimin Chen & Mingwei Feng. (2022) Urban form simulation in 3D based on cellular automata and building objects generation. Building and Environment 226, pages 109727.
Crossref
Crossref
Dimitrios Chouvardas, Maria Karatassiou, Afroditi Stergiou & Garyfallia Chrysanthopoulou. (2022) Identifying the Spatiotemporal Transitions and Future Development of a Grazed Mediterranean Landscape of South Greece. Land 11:12, pages 2141.
Crossref
Crossref
Thomas Mumuni Bilintoh, Juwon Isaac Ishola & Adeline Akansobe. (2022) Deploying the Total Operating Characteristic to Assess the Relationship between Land Cover Change and Land Surface Temperature in Abeokuta South, Nigeria. Land 11:10, pages 1830.
Crossref
Crossref
Zhiwei Deng & Bin Quan. (2022) Intensity Characteristics and Multi-Scenario Projection of Land Use and Land Cover Change in Hengyang, China. International Journal of Environmental Research and Public Health 19:14, pages 8491.
Crossref
Crossref
Zhipin Ai, Fumiko Ishihama & Naota Hanasaki. (2022) Mapping Current and Future Seawater Desalination Plants Globally Using Species Distribution Models. Water Resources Research 58:7.
Crossref
Crossref
Qi Zhang, Srikanta Sannigrahi, Thomas Mumuni Bilintoh, Rui Zhang, Bo Xiong, Shiqi Tao, Richard Bilsborrow & Conghe Song. (2022) Understanding human-environment interrelationships under constrained land-use decisions with a spatially explicit agent-based model. Anthropocene 38, pages 100337.
Crossref
Crossref
Hossein Shafizadeh‐Moghadam, Roozbeh Valavi, Ali Asghari, Masoud Minaei & Yuji Murayama. (2021) On the spatiotemporal generalization of machine learning and ensemble models for simulating built‐up land expansion. Transactions in GIS 26:2, pages 1080-1097.
Crossref
Crossref
Juliana Mio de Souza, Paulo Morgado, Eduarda Marques da Costa & Luiz Fernando de Novaes Vianna. (2022) Modeling of Land Use and Land Cover (LULC) Change Based on Artificial Neural Networks for the Chapecó River Ecological Corridor, Santa Catarina/Brazil. Sustainability 14:7, pages 4038.
Crossref
Crossref
Lyndon D. Estes, Su Ye, Lei Song, Boka Luo, J. Ronald Eastman, Zhenhua Meng, Qi Zhang, Dennis McRitchie, Stephanie R. Debats, Justus Muhando, Angeline H. Amukoa, Brian W. Kaloo, Jackson Makuru, Ben K. Mbatia, Isaac M. Muasa, Julius Mucha, Adelide M. Mugami, Judith M. Mugami, Francis W. Muinde, Fredrick M. Mwawaza, Jeff Ochieng, Charles J. Oduol, Purent Oduor, Thuo Wanjiku, Joseph G. Wanyoike, Ryan B. Avery & Kelly K. Caylor. (2022) High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales. Frontiers in Artificial Intelligence 4.
Crossref
Crossref
Andreas Rienow, Lakshmi N. Kantakumar, Gohar Ghazaryan, Arne Dröge-Rothaar, Sarah Sticksel, Birte Trampnau & Frank Thonfeld. (2022) Modelling the spatial impact of regional planning and climate change prevention strategies on land consumption in the Rhine-Ruhr Metropolitan Area 2017–2030. Landscape and Urban Planning 217, pages 104284.
Crossref
Crossref
Yimin Chen. (2022) An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways. Computers, Environment and Urban Systems 91, pages 101727.
Crossref
Crossref
Davide Rizzo, Tiziana Sabbatini & Enrico Bonari. 2022. Landscape Agronomy. Landscape Agronomy
113
159
.
Robert Gilmore Pontius JrRobert Gilmore PontiusJrJr. 2022. Metrics That Make a Difference. Metrics That Make a Difference
23
32
.
Robert Gilmore Pontius JrRobert Gilmore PontiusJrJr. 2022. Metrics That Make a Difference. Metrics That Make a Difference
11
21
.
Jesús S. Ibarra-Bonilla, Federico Villarreal-Guerrero, Jesús A. Prieto-Amparán, Eduardo Santellano-Estrada & Alfredo Pinedo-Alvarez. (2021) Characterizing the impact of Land-Use/Land-Cover changes on a Temperate Forest using the Markov model. The Egyptian Journal of Remote Sensing and Space Science 24:3, pages 1013-1022.
Crossref
Crossref
Saeed Harati, Liliana Perez, Roberto Molowny-Horas & Robert Gilmore PontiusJrJr. (2021) Validating models of one-way land change: an example case of forest insect disturbance. Landscape Ecology 36:10, pages 2919-2935.
Crossref
Crossref
Zhen Liu & Robert Gilmore Pontius Jr. (2021) The Total Operating Characteristic from Stratified Random Sampling with an Application to Flood Mapping. Remote Sensing 13:19, pages 3922.
Crossref
Crossref
Aman Arora, Manish Pandey, Varun Narayan Mishra, Ritesh Kumar, Praveen Kumar Rai, Romulus Costache, Milap Punia & Liping Di. (2021) Comparative evaluation of geospatial scenario-based land change simulation models using landscape metrics. Ecological Indicators 128, pages 107810.
Crossref
Crossref
Florencia Sangermano, Robert Gilmore PontiusJrJr, Jamieson Chaitman & Aaron Meneghini. (2021) Linking land change model evaluation to model objective for the assessment of land cover change impacts on biodiversity. Landscape Ecology 36:9, pages 2707-2723.
Crossref
Crossref
Soghra Andaryani, Vahid Nourani, Ali Torabi Haghighi & Saskia Keesstra. (2021) Integration of hard and soft supervised machine learning for flood susceptibility mapping. Journal of Environmental Management 291, pages 112731.
Crossref
Crossref
José Yure Gomes dos Santos, Suzana Maria Gico Lima Montenegro, Richarde Marques da Silva, Celso Augusto Guimarães Santos, Nevil Wyndham Quinn, Ana Paula Xavier Dantas & Alfredo Ribeiro Neto. (2021) Modeling the impacts of future LULC and climate change on runoff and sediment yield in a strategic basin in the Caatinga/Atlantic forest ecotone of Brazil. CATENA 203, pages 105308.
Crossref
Crossref
Noah D. Charney, Sydne Record, Beth E. Gerstner, Cory Merow, Phoebe L. Zarnetske & Brian J. Enquist. (2021) A Test of Species Distribution Model Transferability Across Environmental and Geographic Space for 108 Western North American Tree Species. Frontiers in Ecology and Evolution 9.
Crossref
Crossref
Jordan Dornbierer, Steve Wika, Charles Robison, Gregory Rouze & Terry Sohl. (2021) Prototyping a Methodology for Long-Term (1680–2100) Historical-to-Future Landscape Modeling for the Conterminous United States. Land 10:5, pages 536.
Crossref
Crossref
Hossein Shafizadeh-Moghadam, Masoud Minaei, Robert Gilmore Pontius Jr, Ali Asghari & Hashem Dadashpoor. (2021) Integrating a Forward Feature Selection algorithm, Random Forest, and Cellular Automata to extrapolate urban growth in the Tehran-Karaj Region of Iran. Computers, Environment and Urban Systems 87, pages 101595.
Crossref
Crossref
Suvamoy Pramanik, Carsten Butsch & Milap Punia. (2021) Post-liberal urban dynamics in India – The case of Gurugram, the ‘Millennium City’. Remote Sensing Applications: Society and Environment 22, pages 100504.
Crossref
Crossref
Chong Sun Hong & Tae Gyu Oh. (2021) TPR-TNR plot for confusion matrix. Communications for Statistical Applications and Methods 28:2, pages 161-169.
Crossref
Crossref
Xun Liang, He Tian, Xia Li, Jun-Long Huang, Keith C. Clarke, Yao Yao, Qingfeng Guan & Guohua Hu. (2021) Modeling the dynamics and walking accessibility of urban open spaces under various policy scenarios. Landscape and Urban Planning 207, pages 103993.
Crossref
Crossref
D. Parvinnezhad, M. R. Delavar, B. C. Pijanowski & C. Claramunt. (2020) Integration of adaptive neural fuzzy inference system and fuzzy rough set theory with support vector regression to urban growth modelling. Earth Science Informatics 14:1, pages 17-36.
Crossref
Crossref
Wenseslao Plata-Rocha, Sergio Alberto Monjardin-Armenta, Carlos Eduardo Pacheco-Angulo, Jesus Gabriel Rangel-Peraza, Cuauhtemoc Franco-Ochoa & Zuriel Dathan Mora-Felix. (2021) Proximate and Underlying Deforestation Causes in a Tropical Basin through Specialized Consultation and Spatial Logistic Regression Modeling. Land 10:2, pages 186.
Crossref
Crossref
Soumen Bramha, Gouri Sankar Bhunia, S.R. Kamlesh & Pravat Kumar Shit. 2021. Forest Resources Resilience and Conflicts. Forest Resources Resilience and Conflicts
63
76
.
Lakshmi N. Kantakumar, Shamita Kumar & Karl Schneider. (2020) What drives urban growth in Pune? A logistic regression and relative importance analysis perspective. Sustainable Cities and Society 60, pages 102269.
Crossref
Crossref
Tahir A. Rather, Sharad Kumar & Jamal A. Khan. (2020) Multi-scale habitat modelling and predicting change in the distribution of tiger and leopard using random forest algorithm. Scientific Reports 10:1.
Crossref
Crossref
Ana-Irene Malo, Anna Rull, Josefa Girona, Pere Domingo, Rocío Fuertes-Martín, Núria Amigó, Cèlia Rodríguez-Borjabad, Neus Martínez-Micaelo, Manuel Leal, Joaquim Peraire, Xavier Correig, Francesc Vidal & Lluis Masana. (2020) Glycoprotein Profile Assessed by 1H-NMR as a Global Inflammation Marker in Patients with HIV Infection. A Prospective Study. Journal of Clinical Medicine 9:5, pages 1344.
Crossref
Crossref
Giovanni Parmigiani. (2020) Receiver Operating Characteristic Curves with an Indeterminacy Zone. Pattern Recognition Letters.
Crossref
Crossref
Ram Kumar Singh, Vinay Shankar Prasad Sinha, Pawan Kumar Joshi & Manoj Kumar. (2020) Modelling Agriculture, Forestry and Other Land Use (AFOLU) in response to climate change scenarios for the SAARC nations. Environmental Monitoring and Assessment 192:4.
Crossref
Crossref
Chong Sun Hong & So Yeon Choi. (2020) Positive and negative predictive values by the TOC curve. Communications for Statistical Applications and Methods 27:2, pages 211-224.
Crossref
Crossref
Arthur Elmes, Hamed Alemohammad, Ryan Avery, Kelly Caylor, J. Eastman, Lewis Fishgold, Mark Friedl, Meha Jain, Divyani Kohli, Juan Laso Bayas, Dalton Lunga, Jessica McCarty, Robert Pontius, Andrew Reinmann, John Rogan, Lei Song, Hristiana Stoynova, Su Ye, Zhuang-Fang Yi & Lyndon Estes. (2020) Accounting for Training Data Error in Machine Learning Applied to Earth Observations. Remote Sensing 12:6, pages 1034.
Crossref
Crossref
Xia Li & Yimin Chen. (2020) Projecting the future impacts of China’s cropland balance policy on ecosystem services under the shared socioeconomic pathways. Journal of Cleaner Production 250, pages 119489.
Crossref
Crossref
Leonardo Pereira e Silva, Ana Paula Campos Xavier, Richarde Marques da Silva & Celso Augusto Guimarães Santos. (2020) Modeling land cover change based on an artificial neural network for a semiarid river basin in northeastern Brazil. Global Ecology and Conservation 21, pages e00811.
Crossref
Crossref
Omid Parvizi, Hosny El-Adawy, Uwe Roesler, Heinrich Neubauer & Katja Mertens-Scholz. (2020) Performance Analysis of Anaplasma Antibody Competitive ELISA Using the ROC Curve for Screening of Anaplasmosis in Camel Populations in Egypt. Pathogens 9:3, pages 165.
Crossref
Crossref
Vivek Shandas, Cynthia Skelhorn & Salim FerwatiYasuyo Makido, Vivek Shandas & Salim Ferwati. 2020. Urban Adaptation to Climate Change. Urban Adaptation to Climate Change
75
92
.
Łukasz Laszko. (2019) Experimental research on the impact of similarity function selection on the quality of keyword spotting in speech signal. Przegląd Teleinformatyczny 7(25):3-4, pages 57-81.
Crossref
Crossref
Hossein Shafizadeh-Moghadam. (2019) Improving spatial accuracy of urban growth simulation models using ensemble forecasting approaches. Computers, Environment and Urban Systems 76, pages 91-100.
Crossref
Crossref
L. Vilar, J. Garrido, P. Echavarría, J. Martínez-Vega & M.P. Martín. (2019) Comparative analysis of CORINE and climate change initiative land cover maps in Europe: Implications for wildfire occurrence estimation at regional and local scales. International Journal of Applied Earth Observation and Geoinformation 78, pages 102-117.
Crossref
Crossref
José Alves, Joana Silva, Eduardo Grifo, Carlos Resende & Inês Sousa. (2019) Wearable Embedded Intelligence for Detection of Falls Independently of on-Body Location. Sensors 19:11, pages 2426.
Crossref
Crossref
Yimin Chen, Xia Li, Xiaoping Liu, Yuangying Zhang & Min Huang. (2019) Tele-connecting China's future urban growth to impacts on ecosystem services under the shared socioeconomic pathways. Science of The Total Environment 652, pages 765-779.
Crossref
Crossref
Ying Chen, Jianghui Cui, Ling He & Mingxin Men. (2019) Optimal Simulation of the Land-Use Structure Based on the Local Ecological Environment: the Case of Huanghua City in Hebei Province, China. Revista Brasileira de Ciência do Solo 43.
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
Mohammad Ahmadlou, Mahmoud Reza Delavar, Anahid Basiri & Mohammad Karimi. (2018) A Comparative Study of Machine Learning Techniques to Simulate Land Use Changes. Journal of the Indian Society of Remote Sensing 47:1, pages 53-62.
Crossref
Crossref
Syed Abidi, Mushtaq Hussain, Yonglin Xu & Wu Zhang. (2018) Prediction of Confusion Attempting Algebra Homework in an Intelligent Tutoring System through Machine Learning Techniques for Educational Sustainable Development. Sustainability 11:1, pages 105.
Crossref
Crossref
Galen Newman, Justin B. Hollander, Jaekyung Lee, Donghwan Gu, Boah Kim, Ryun Jung Lee, Jennifer A. Horney, Domonic Bearfield & Yuxian Li. (2018) Smarter Shrinkage: a Neighborhood-Scaled Rightsizing Strategy Based on Land Use Dynamics. Journal of Geovisualization and Spatial Analysis 2:2.
Crossref
Crossref
Suman Chakraborti, Dipendra Nath Das, Biswajit Mondal, Hossein Shafizadeh-Moghadam & Yongjiu Feng. (2018) A neural network and landscape metrics to propose a flexible urban growth boundary: A case study. Ecological Indicators 93, pages 952-965.
Crossref
Crossref
Yongjiu Feng, Zongbo Cai, Xiaohua Tong, Jiafeng Wang, Chen Gao, Shurui Chen & Zhenkun Lei. (2018) Urban Growth Modeling and Future Scenario Projection Using Cellular Automata (CA) Models and the R Package Optimx. ISPRS International Journal of Geo-Information 7:10, pages 387.
Crossref
Crossref
Robert Pontius. (2018) Criteria to Confirm Models that Simulate Deforestation and Carbon Disturbance. Land 7:3, pages 105.
Crossref
Crossref
Yongjiu Feng, Yan Liu & Xiaohua Tong. (2018) Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta. Computers, Environment and Urban Systems 70, pages 138-150.
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
Jaekyung Lee, Galen Newman & Yunmi Park. (2018) A Comparison of Vacancy Dynamics between Growing and Shrinking Cities Using the Land Transformation Model. Sustainability 10:5, pages 1513.
Crossref
Crossref
Matamyo Simwanda & Yuji Murayama. (2018) Spatiotemporal patterns of urban land use change in the rapidly growing city of Lusaka, Zambia: Implications for sustainable urban development. Sustainable Cities and Society 39, pages 262-274.
Crossref
Crossref
Samuel A. Cushman & Tzeidle N. Wasserman. 2018. Machine Learning for Ecology and Sustainable Natural Resource Management. Machine Learning for Ecology and Sustainable Natural Resource Management
185
203
.
M. Paegelow, M. T. Camacho Olmedo & J. F. Mas. 2018. Geomatic Approaches for Modeling Land Change Scenarios. Geomatic Approaches for Modeling Land Change Scenarios
53
80
.
Robert Gilmore PontiusJr.Jr., Jean-Christophe Castella, Ton de Nijs, Zengqiang Duan, Eric Fotsing, Noah Goldstein, Kasper Kok, Eric Koomen, Christopher D. Lippitt, William McConnell, Alias Mohd Sood, Bryan Pijanowski, Peter Verburg & A. Tom Veldkamp. 2018. Trends in Spatial Analysis and Modelling. Trends in Spatial Analysis and Modelling
143
164
.
Hossein Shafizadeh-Moghadam, Amin Tayyebi, Mohammad Ahmadlou, Mahmoud Reza Delavar & Mahdi Hasanlou. (2017) Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. Computers, Environment and Urban Systems 65, pages 28-40.
Crossref
Crossref
Brian Pickard, Joshua Gray & Ross Meentemeyer. (2017) Comparing Quantity, Allocation and Configuration Accuracy of Multiple Land Change Models. Land 6:3, pages 52.
Crossref
Crossref
Samuel A. Cushman, Ewan A. Macdonald, Erin L. Landguth, Yadvinder Malhi & David W. Macdonald. (2017) Multiple-scale prediction of forest loss risk across Borneo. Landscape Ecology 32:8, pages 1581-1598.
Crossref
Crossref
Ioannis N. Daliakopoulos, Stelios Katsanevakis & Aristides Moustakas. (2017) Spatial Downscaling of Alien Species Presences Using Machine Learning. Frontiers in Earth Science 5.
Crossref
Crossref
Hossein Shafizadeh-Moghadam, Ali Asghari, Amin Tayyebi & Mohammad Taleai. (2017) Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth. Computers, Environment and Urban Systems 64, pages 297-308.
Crossref
Crossref
Jaekyung Lee & Galen Newman. (2017) Forecasting Urban Vacancy Dynamics in a Shrinking City: A Land Transformation Model. ISPRS International Journal of Geo-Information 6:4, pages 124.
Crossref
Crossref
Courage Kamusoko. 2017. Urban Development in Asia and Africa. Urban Development in Asia and Africa
11
46
.
Fereydoun Naghibi & Mahmoud Delavar. (2016) Discovery of Transition Rules for Cellular Automata Using Artificial Bee Colony and Particle Swarm Optimization Algorithms in Urban Growth Modeling. ISPRS International Journal of Geo-Information 5:12, pages 241.
Crossref
Crossref
Fereydoun Naghibi, Mahmoud Delavar & Bryan Pijanowski. (2016) Urban Growth Modeling Using Cellular Automata with Multi-Temporal Remote Sensing Images Calibrated by the Artificial Bee Colony Optimization Algorithm. Sensors 16:12, pages 2122.
Crossref
Crossref
Bryn Montgomery & Suzana Dragićević. (2016) Comparison of GIS-Based Logic Scoring of Preference and Multicriteria Evaluation Methods: Urban Land Use Suitability. Geographical Analysis 48:4, pages 427-447.
Crossref
Crossref
Ronald C. Estoque & Yuji Murayama. (2016) Quantifying landscape pattern and ecosystem service value changes in four rapidly urbanizing hill stations of Southeast Asia. Landscape Ecology 31:7, pages 1481-1507.
Crossref
Crossref
Yousef Sakieh & Abdolrassoul Salmanmahiny. (2016) Performance assessment of geospatial simulation models of land-use change—a landscape metric-based approach. Environmental Monitoring and Assessment 188:3.
Crossref
Crossref
Yumin Tan, Dong Guo & Bo Xu. (2015) A geospatial information quantity model for regional landslide risk assessment. Natural Hazards 79:2, pages 1385-1398.
Crossref
Crossref
Courage Kamusoko & Jonah Gamba. (2015) Simulating Urban Growth Using a Random Forest-Cellular Automata (RF-CA) Model. ISPRS International Journal of Geo-Information 4:2, pages 447-470.
Crossref
Crossref
Robert Gilmore PontiusJr.Jr. & Benoit Parmentier. (2014) Recommendations for using the relative operating characteristic (ROC). Landscape Ecology 29:3, pages 367-382.
Crossref
Crossref