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AUTHOR = "Koko, A.F. and Han, Z. and Wu, Y. and Abubakar, G.A. and Bello, M.",
TITLE = "Spatiotemporal Land Use/Land Cover Mapping and Prediction Based on
Hybrid Modeling Approach:
A Case Study of Kano Metropolis, Nigeria (2020-2050)",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT309998"}
@article{bb315457,
AUTHOR = "Zhang, J. and Xu, S.F. and Sun, J. and Ou, D.H. and Wu, X.B. and Wang, M.T.",
TITLE = "Unsupervised Adversarial Domain Adaptation for Agricultural Land
Extraction of Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT309999"}
@article{bb315458,
AUTHOR = "Schuh, L.A. and Santos, M.J. and Schaepman, M.E. and Furrer, R.",
TITLE = "An Empirical Bayesian Approach to Quantify Multi-Scale Spatial
Structural Diversity in Remote Sensing Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310000"}
@article{bb315459,
AUTHOR = "Beroho, M. and Briak, H. and Cherif, E. and Boulahfa, I. and Ouallali, A. and Mrabet, R. and Kebede, F. and Bernardino, A. and Aboumaria, K.",
TITLE = "Future Scenarios of Land Use/Land Cover (LULC) Based on a CA-Markov
Simulation Model: Case of a Mediterranean Watershed in Morocco",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310001"}
@article{bb315460,
AUTHOR = "Li, C. and Zhao, J. and Hou, W.",
TITLE = "Nonlinear Effects of Landscape Patterns on Ecosystem Services at
Multiple Scales Based on Gradient Boosting Decision Tree Models",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "7",
PAGES = "1919",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310002"}
@article{bb315461,
AUTHOR = "Zhang, Y.H. and Zhao, H.J. and Ma, G.Y. and Xie, D.L. and Geng, S. and Lu, H.Y. and Tian, W. and Sian, K.T.C.L.K.",
TITLE = "MAAFEU-Net: A Novel Land Use Classification Model Based on Mixed
Attention Module and Adjustable Feature Enhancement Layer in Remote
Sensing Images",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310003"}
@article{bb315462,
AUTHOR = "Luan, C.X. and Liu, R.Z. and Sun, J. and Su, S.R. and Shen, Z.Y.",
TITLE = "An Improved Future Land-Use Simulation Model with Dynamically Nested
Ecological Spatial Constraints",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "11",
PAGES = "2921",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310004"}
@article{bb315463,
AUTHOR = "Yu, X.R. and Xiao, J.T. and Huang, K. and Li, Y.Y. and Lin, Y. and Qi, G. and Liu, T. and Ren, P.",
TITLE = "Simulation of Land Use Based on Multiple Models in the Western
Sichuan Plateau",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "14",
PAGES = "3629",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310005"}
@article{bb315464,
AUTHOR = "Zhang, P.F. and Wu, Y.J. and Li, C. and Li, R.H. and Yao, H. and Zhang, Y. and Zhang, G. and Li, D.H.",
TITLE = "National-Standards- and Deep-Learning-Oriented Raster and Vector
Benchmark Dataset (RVBD) for Land-Use/Land-Cover Mapping in the
Yangtze River Basin",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310006"}
@article{bb315465,
AUTHOR = "Macarringue, L.S. and Bolfe, E.L. and Duverger, S.G. and Sano, E.E. and Caldas, M.M. and Ferreira, M.C. and Junior, J.Z. and Matias, L.F.",
TITLE = "Land Use and Land Cover Classification in the Northern Region of
Mozambique Based on Landsat Time Series and Machine Learning",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "8",
PAGES = "342",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310007"}
@article{bb315466,
AUTHOR = "Guo, N. and Jiang, M.Y. and Gao, L. and Li, K. and Zheng, F.J. and Chen, X.N. and Wang, M.D.",
TITLE = "HFCC-Net: A Dual-Branch Hybrid Framework of CNN and CapsNet for
Land-Use Scene Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "5044",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310008"}
@article{bb315467,
AUTHOR = "Zhong, Y.Q. and Zhang, X.X. and Yang, Y.F. and Xue, M.H.",
TITLE = "Optimization and Simulation of Mountain City Land Use Based on
MOP-PLUS Model: A Case Study of Caijia Cluster, Chongqing",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310009"}
@article{bb315468,
AUTHOR = "Li, W.B. and Sun, K.M. and Li, W.Z. and Huang, X. and Wei, J.J. and Chen, Y. and Cui, W. and Chen, X. and Lv, X.W.",
TITLE = "Assisted learning for land use classification: The important role of
semantic correlation between heterogeneous images",
JOURNAL = PandRS,
VOLUME = "208",
YEAR = "2024",
PAGES = "158-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310010"}
@article{bb315469,
AUTHOR = "Bhungeni, O. and Ramjatan, A. and Gebreslasie, M.",
TITLE = "Evaluating Machine-Learning Algorithms for Mapping LULC of the
uMngeni Catchment Area, KwaZulu-Natal",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2219",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310011"}
@article{bb315470,
AUTHOR = "Vali, A. and Comai, S. and Matteucci, M.",
TITLE = "An Automated Machine Learning Framework for Adaptive and Optimized
Hyperspectral-Based Land Cover and Land-Use Segmentation",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2561",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310012"}
@article{bb315471,
AUTHOR = "Cheng, M.H. and Liu, K. and Liu, Z.X. and Xu, J. and Zhang, Z.X. and Sun, C.M.",
TITLE = "Combination of Multiple Variables and Machine Learning for Regional
Cropland Water and Carbon Fluxes Estimation:
A Case Study in the Haihe River Basin",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3280",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310013"}
@article{bb315472,
AUTHOR = "Thepade, S.D. and Chauhan, S.",
TITLE = "Integrating Thepade SBTC and Niblack Thresholding Features for
Identification of Land Usage from Aerial Images Using Ensemble of
Machine Learning Algorithms",
JOURNAL = IJCVR,
VOLUME = "14",
YEAR = "2024",
NUMBER = "6",
PAGES = "615-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310014"}
@article{bb315473,
AUTHOR = "Ding, X. and Wang, Z.Q. and Peng, S.Y. and Shao, X. and Deng, R.F.",
TITLE = "Research on Land Use and Land Cover Information Extraction Methods
for Remote Sensing Images Based on Improved Convolutional Neural
Networks",
JOURNAL = IJGI,
VOLUME = "13",
YEAR = "2024",
NUMBER = "11",
PAGES = "386",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310015"}
@article{bb315474,
AUTHOR = "Lee, J. and Kim, K. and Lee, K.",
TITLE = "Multi-Sensor Image Classification Using the Random Forest Algorithm
in Google Earth Engine with KOMPSAT-3/5 and CAS500-1 Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "24",
PAGES = "4622",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310016"}
@article{bb315475,
AUTHOR = "Li, W.B. and Sun, K.M. and Wei, J.J.",
TITLE = "Adapting Cross-Sensor High-Resolution Remote Sensing Imagery for Land
Use Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "5",
PAGES = "927",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310017"}
@article{bb315476,
AUTHOR = "Yang, J. and Jiang, Y.H. and Song, Q. and Wang, Z. and Hu, Y. and Li, K.Q. and Sun, Y.Z.",
TITLE = "An Approach for Multi-Source Land Use and Land Cover Data Fusion
Considering Spatial Correlations",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "7",
PAGES = "1131",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310018"}
@article{bb315477,
AUTHOR = "Wang, Y. and Zhang, W.S. and Liu, X. and Peng, H. and Lin, M. and Li, A. and Jiang, A. and Ma, N. and Wang, L.",
TITLE = "A Deep Learning Method for Land Use Classification Based on Feature
Augmentation",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1398",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310019"}
@article{bb315478,
AUTHOR = "Li, S. and Zhang, C. and Chen, C. and Yang, C.C. and Zhao, L.H. and Bai, X.C.",
TITLE = "Optimization Simulation and Comprehensive Evaluation Coupled with
CNN-LSTM and PLUS for Multi-Scenario Land Use in Cultivated Land
Reserve Resource Area",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1619",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310020"}
@article{bb315479,
AUTHOR = "Li, B. and Zhou, Z.F. and Wu, T.J. and Luo, J.C.",
TITLE = "Fine-Grained Land Use Remote Sensing Mapping in Karst Mountain Areas
Using Deep Learning with Geographical Zoning and Stratified Object
Extraction",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2368",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310021"}
@article{bb315480,
AUTHOR = "Wu, X.H. and Qi, H. and Wang, K. and Liu, Y.K. and Wang, Y.",
TITLE = "A Cross-Modal Deep Feature Fusion Framework Based on Ensemble
Learning for Land Use Classification",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "11",
PAGES = "411",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310022"}
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AUTHOR = "Peng, Y. and Liu, R. and Zhang, Z.Y. and Wang, Y.S. and Gao, Y. and Tian, X.",
TITLE = "Intermodal correlation modeling for incomplete multi-modal learning
in land use and land cover classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112741",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310023"}
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AUTHOR = "Trung, T.H. and Ky, N.V. and Phan, D.C. and Minh, D.B. and Nguyen, H. and Nasahara, K.N.",
TITLE = "First Agriculture Land Use Map in Vietnam Using an Adaptive Weighted
Combined Loss Function for UNET++",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "430",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310024"}
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AUTHOR = "He, W. and Li, L. and Wu, H.X. and Gao, X.L. and Yang, Y.C. and Zhang, Z.X. and Yang, X.M. and Ge, Y.",
TITLE = "Meta-Learning in Land Use and Land Cover Classification:
Review and Perspective",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "12",
PAGES = "1879",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310025"}
@article{bb315484,
AUTHOR = "Malinverni, E.S. and Sanita, M.",
TITLE = "A Hybrid Pixel-Object-Rule-Based Classification Framework with
Stability Maps for Large-Scale LULC Mapping",
JOURNAL = IJGI,
VOLUME = "15",
YEAR = "2026",
NUMBER = "6",
PAGES = "241",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310026"}
@article{bb315485,
AUTHOR = "Morsy, M. and Abdallah, A.A. and Aboelkhair, H.",
TITLE = "Assessment of LULC Mapping over Egypt Using a Satellite-Based MODIS
Dataset: A Comparative Analysis with WRF Model Static Dataset Options",
JOURNAL = IJGI,
VOLUME = "15",
YEAR = "2026",
NUMBER = "7",
PAGES = "281",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310027"}
@article{bb315486,
AUTHOR = "Ke, Y.X. and Liu, D.Y. and Wang, P.P. and Zheng, X. and Hu, Y.",
TITLE = "GT-LandSDS: A Novel Spatiotemporal Integrated Framework for Land Use
Simulation by Coupling Cellular Automata with Graph Attention Network
and Transformer",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "17",
PAGES = "3023",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310028"}
@inproceedings{bb315487,
AUTHOR = "Alcaras, E. and Amoroso, P.P. and Parente, C. and Prezioso, G.",
TITLE = "Remotely Sensed Image Fast Classification and Smart Thematic Map
Production",
BOOKTITLE = SmartCityApp21,
YEAR = "2021",
PAGES = "43-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310029"}
@inproceedings{bb315488,
AUTHOR = "Yang, C. and Rottensteiner, F. and Heipke, C.",
TITLE = "CNN-based Multi-scale Hierarchical Land Use Classification for The
Verification of Geospatial Databases",
BOOKTITLE = ISPRS21,
YEAR = "2021",
PAGES = "B2-2021: 495-502",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310030"}
@inproceedings{bb315489,
AUTHOR = "Yassine, H. and Tout, K. and Jaber, M.",
TITLE = "Improving LULC Classification From Satellite Imagery Using Deep
Learning - Eurosat Dataset",
BOOKTITLE = ISPRS21,
YEAR = "2021",
PAGES = "B3-2021: 369-376",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310031"}
@inproceedings{bb315490,
AUTHOR = "Rawal, D. and Chhabra, A. and Pandya, M. and Vyas, A.",
TITLE = "Land Use and Land Cover Mapping - A Case Study of Ahmedabad District",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:189-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927luse2.html#TT310032"}
@inproceedings{bb315491,
AUTHOR = "Bergado, J.R. and Persello, C. and Stein, A.",
TITLE = "Land Use Classification Using Deep Multitask Networks",
BOOKTITLE = ISPRS20,
YEAR = "2020",
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@inproceedings{bb315492,
AUTHOR = "Guliyeva, S.H.",
TITLE = "Land Cover-Land Use Monitoring for Agriculture Features
Classification",
BOOKTITLE = ISPRS20,
YEAR = "2020",
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@inproceedings{bb315493,
AUTHOR = "Mohd Kamal, N.A. and Razak, K.A. and Rambat, S.",
TITLE = "Land Use/land Cover Assessment in a Seismically Active Region In
Kundasang, Sabah",
BOOKTITLE = GGT19,
YEAR = "2019",
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@inproceedings{bb315494,
AUTHOR = "Men, J. and Fang, L. and Liu, Y. and Sun, Y.",
TITLE = "Land Use Classification Based On Multi-structure Convolution Neural
Network Features Cascading",
BOOKTITLE = PIA19,
YEAR = "2019",
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@inproceedings{bb315495,
AUTHOR = "Yang, C. and Rottensteiner, F. and Heipke, C.",
TITLE = "Towards Better Classification of Land Cover and Land Use Based On
Convolutional Neural Networks",
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YEAR = "2019",
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@inproceedings{bb315496,
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AUTHOR = "Heremans, S. and Orshoven, J.V.",
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