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References from Multi-scale urban growth modeling in metropolitan area for scenario-based forecasting of urban expansion and fragmentation in Yongin, South Korea. Local targets link to admitted publications; unresolved targets remain external evidence.
Predicting Future Urban Growth Scenarios and Potential Urban Flood Exposure Using Artificial Neural Network-Markov Chain Model in Miami Metropolitan Area
10.1016/j.landusepol.2022.105994 · 2022 · External reference
10.1016/j.jag.2016.07.007
10.1016/j.jag.2016.07.007 · External reference
10.1016/j.apgeog.2019.02.011
10.1016/j.apgeog.2019.02.011 · External reference
10.1007/s12524-013-0299-7
10.1007/s12524-013-0299-7 · External reference
Unresolved reference
2005 · External reference
10.1080/01944360608976760
10.1080/01944360608976760 · External reference
10.1177/0739456x0202100404
10.1177/0739456x0202100404 · External reference
10.1068/b12847
10.1068/b12847 · External reference
Hillside Urban Expansion Exacerbates Nature and Semi-Nature Habitat Landscape Fragmentation in China
10.1080/17538947.2024.2368095 · 2024 · External reference
10.1109/cvpr.2017.195
10.1109/cvpr.2017.195 · External reference
10.3390/rs16152818
10.3390/rs16152818 · External reference
10.1016/j.landusepol.2018.08.017
10.1016/j.landusepol.2018.08.017 · External reference
10.1016/j.jag.2024.103809
10.1016/j.jag.2024.103809 · External reference
10.1080/01944369708975728
10.1080/01944369708975728 · External reference
10.1007/s40808-019-00674-z
10.1007/s40808-019-00674-z · External reference
10.1016/j.regsciurbeco.2019.103467
10.1016/j.regsciurbeco.2019.103467 · External reference
10.1016/s1574-0080(04)80013-0
10.1016/s1574-0080(04)80013-0 · External reference
10.1016/j.scs.2025.106594
10.1016/j.scs.2025.106594 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2024 · External reference
10.1109/icit.2008.27
10.1109/icit.2008.27 · External reference
10.1016/s0034-4257(03)00075-0
10.1016/s0034-4257(03)00075-0 · External reference
10.1016/j.eiar.2025.107895
10.1016/j.eiar.2025.107895 · External reference
10.1016/j.scs.2025.106402
10.1016/j.scs.2025.106402 · External reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · External reference
10.1016/j.enbuild.2025.116220
10.1016/j.enbuild.2025.116220 · External reference
10.1080/13658816.2021.1887490
10.1080/13658816.2021.1887490 · External reference
Unresolved reference
External reference
10.1016/j.compenvurbsys.2020.101498
10.1016/j.compenvurbsys.2020.101498 · External reference
Spatio-Temporal Forecasting of Retaining Wall Deformation: Mitigating Error Accumulation Via Multi-Resolution ConvLSTM Stacking Ensemble
2026 · External reference
10.1080/01944363.2019.1680311
10.1080/01944363.2019.1680311 · External reference
Unresolved reference
External reference
10.1061/(asce)0733-9488(2004)130:3(145)
10.1061/(asce)0733-9488(2004)130:3(145) · External reference
10.1016/j.jenvman.2019.05.146
10.1016/j.jenvman.2019.05.146 · External reference
10.1016/j.landurbplan.2020.103935
10.1016/j.landurbplan.2020.103935 · External reference
10.1016/j.apgeog.2023.103099
10.1016/j.apgeog.2023.103099 · External reference
10.1177/23998083221118002
10.1177/23998083221118002 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.1016/j.apgeog.2012.11.004
10.1016/j.apgeog.2012.11.004 · External reference
10.1016/j.cities.2023.104334
10.1016/j.cities.2023.104334 · External reference
10.1080/13658816.2018.1502441
10.1080/13658816.2018.1502441 · External reference
10.1016/j.scitotenv.2021.148981
10.1016/j.scitotenv.2021.148981 · External reference
10.1016/j.landurbplan.2017.09.019
10.1016/j.landurbplan.2017.09.019 · External reference
10.1016/j.asoc.2023.110731
10.1016/j.asoc.2023.110731 · External reference
10.1016/j.jue.2005.01.003
10.1016/j.jue.2005.01.003 · External reference
Unresolved reference
External reference
Unresolved reference
2013 · External reference
Unresolved reference
2025 · External reference
Forecasting Urban Expansion: A Dynamic Urban Growth Model Using DS-ConvLSTM to Simulate Multi-Land Regulation Scenarios
10.1016/j.ecoinf.2025.103136 · 2025 · External reference
Unresolved reference
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10.1257/0895330042632681
10.1257/0895330042632681 · External reference
10.3390/rs13040808
10.3390/rs13040808 · External reference
10.2307/3145984
10.2307/3145984 · External reference
10.1016/j.agsy.2005.10.006
10.1016/j.agsy.2005.10.006 · External reference
10.1080/01431161.2011.552923
10.1080/01431161.2011.552923 · External reference
10.1007/s00168-007-0138-2
10.1007/s00168-007-0138-2 · External reference
10.1109/incit60207.2023.10413145
10.1109/incit60207.2023.10413145 · External reference
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10.1080/02723638.2015.1096118
10.1080/02723638.2015.1096118 · External reference
10.3390/su132212401
10.3390/su132212401 · External reference
10.1038/s41598-024-74237-3
10.1038/s41598-024-74237-3 · External reference
10.1016/j.landusepol.2022.106267
10.1016/j.landusepol.2022.106267 · External reference
10.1080/01431161.2012.666812
10.1080/01431161.2012.666812 · External reference
10.1073/pnas.1211658109
10.1073/pnas.1211658109 · External reference
10.1371/journal.pone.0023777
10.1371/journal.pone.0023777 · External reference
10.1016/j.landusepol.2025.107848
10.1016/j.landusepol.2025.107848 · External reference
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
2015 · External reference
10.1016/j.compenvurbsys.2019.101457
10.1016/j.compenvurbsys.2019.101457 · External reference
10.1007/s44150-022-00058-5
10.1007/s44150-022-00058-5 · External reference
10.1080/15481603.2023.2290352
10.1080/15481603.2023.2290352 · External reference
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
10.52202/075280-3060 · 2023 · External reference
10.1016/j.compenvurbsys.2010.07.005
10.1016/j.compenvurbsys.2010.07.005 · External reference
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10.1007/s12061-008-9000-x
10.1007/s12061-008-9000-x · External reference
10.3389/feart.2026.1748599
10.3389/feart.2026.1748599 · External reference
Unresolved reference
2025 · External reference
10.1007/s11442-022-1977-6
10.1007/s11442-022-1977-6 · External reference
10.1007/s00357-008-9023-7
10.1007/s00357-008-9023-7 · External reference
10.1007/978-3-030-01234-2_1
10.1007/978-3-030-01234-2_1 · External reference
10.1016/j.compenvurbsys.2021.101677
10.1016/j.compenvurbsys.2021.101677 · External reference
10.1080/13658816.2019.1600701
10.1080/13658816.2019.1600701 · External reference
10.1007/s11063-025-11748-8
10.1007/s11063-025-11748-8 · External reference
10.1016/j.ecoinf.2024.102460
10.1016/j.ecoinf.2024.102460 · External reference
10.1080/13658816.2025.2478471
10.1080/13658816.2025.2478471 · External reference
10.1016/j.jag.2024.103805
10.1016/j.jag.2024.103805 · External reference
10.1016/j.compenvurbsys.2024.102133
10.1016/j.compenvurbsys.2024.102133 · External reference
10.1061/(asce)up.1943-5444.0000627
10.1061/(asce)up.1943-5444.0000627 · External reference
10.1080/13658816.2020.1711915
10.1080/13658816.2020.1711915 · External reference
10.1016/j.scitotenv.2023.169499
10.1016/j.scitotenv.2023.169499 · External reference
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
2017 · External reference
10.1007/s10489-020-02074-8
10.1007/s10489-020-02074-8 · External reference
10.3390/s18113717
10.3390/s18113717 · External reference
10.1016/j.scs.2020.102045
10.1016/j.scs.2020.102045 · External reference
10.1080/13658816.2023.2298296
10.1080/13658816.2023.2298296 · External reference