@article{bb278200, AUTHOR = "Persello, C. and Bruzzone, L.", TITLE = "Active and Semisupervised Learning for the Classification of Remote Sensing Images", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "11", MONTH = "November", PAGES = "6937-6956", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272906"} @article{bb278201, AUTHOR = "Persello, C. and Bruzzone, L.", TITLE = "Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "2615-2626", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272907"} @article{bb278202, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "1930-1941", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272908"} @article{bb278203, AUTHOR = "Bruzzone, L. and Bovolo, F.", TITLE = "A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images", JOURNAL = PIEEE, VOLUME = "100", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "609-630", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272909"} @article{bb278204, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "300-312", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272910"} @inproceedings{bb278205, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Active-learning based cascade classification of multitemporal images for updating land-cover maps", BOOKTITLE = MultiTemp11, YEAR = "2011", PAGES = "57-60", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272911"} @article{bb278206, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Classification of Time Series of Multispectral Images with Limited Training Data", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "8", PAGES = "3219-3233", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272912"} @article{bb278207, AUTHOR = "Sudheer, K. and Gowda, P. and Chaubey, I. and Howell, T.", TITLE = "Artificial Neural Network Approach for Mapping Contrasting Tillage Practices", JOURNAL = RS, VOLUME = "2", YEAR = "2010", NUMBER = "2", MONTH = "February", PAGES = "579-590", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272913"} @article{bb278208, AUTHOR = "Lyu, H. and Lu, H. and Mou, L.C.", TITLE = "Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "6", PAGES = "506", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272914"} @article{bb278209, AUTHOR = "Ji, S.P. and Zhang, C. and Xu, A.J. and Shi, Y. and Duan, Y.L.", TITLE = "3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272915"} @article{bb278210, AUTHOR = "Zhu, R.J. and Yu, D. and Ji, S.P. and Lu, M.", TITLE = "Matching RGB and Infrared Remote Sensing Images with Densely-Connected Convolutional Neural Networks", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272916"} @article{bb278211, AUTHOR = "Kong, Y.L. and Huang, Q.Q. and Wang, C.Y. and Chen, J.B. and Chen, J.S. and He, D.X.", TITLE = "Long Short-Term Memory Neural Networks for Online Disturbance Detection in Satellite Image Time Series", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272917"} @article{bb278212, AUTHOR = "Rußwurm, M. and Korner, M.", TITLE = "Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders", JOURNAL = IJGI, VOLUME = "7", YEAR = "2018", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272918"} @inproceedings{bb278213, AUTHOR = "Korner, M. and Rußwurm, M.", TITLE = "Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders", BOOKTITLE = Hannover17, YEAR = "2017", PAGES = "551-558", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272918"} @article{bb278214, AUTHOR = "Pelletier, C. and Webb, G.I. and Petitjean, F.", TITLE = "Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272919"} @article{bb278215, AUTHOR = "Lee, J. and Han, D. and Shin, M. and Im, J. and Lee, J. and Quackenbush, L.J.", TITLE = "Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272920"} @article{bb278216, AUTHOR = "Wang, B. and Choi, J. and Choi, S. and Lee, S. and Wu, P. and Gao, Y.", TITLE = "Image Fusion-Based Land Cover Change Detection Using Multi-Temporal High-Resolution Satellite Images", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272921"} @article{bb278217, AUTHOR = "Song, A. and Choi, J.", TITLE = "Fully Convolutional Networks with Multiscale 3D Filters and Transfer Learning for Change Detection in High Spatial Resolution Satellite Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272922"} @article{bb278218, AUTHOR = "Kim, Y. and Park, N.W. and Lee, K.D.", TITLE = "Self-Learning Based Land-Cover Classification Using Sequential Class Patterns from Past Land-Cover Maps", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272923"} @article{bb278219, AUTHOR = "Salmon, B.P. and Holloway, D.S. and Kleynhans, W. and Olivier, J.C. and Wessels, K.J.", TITLE = "Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "7165-7176", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272924"} @article{bb278220, AUTHOR = "Interdonato, R. and Ienco, D. and Gaetano, R. and Ose, K.", TITLE = "DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn", JOURNAL = PandRS, VOLUME = "149", YEAR = "2019", PAGES = "91-104", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272925"} @article{bb278221, AUTHOR = "Zhang, P. and Gong, M. and Zhang, H. and Liu, J. and Ban, Y.", TITLE = "Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "2277-2289", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272926"} @article{bb278222, AUTHOR = "Huang, L.J. and An, R. and Zhao, S.Y. and Jiang, T. and Hu, H.", TITLE = "A Deep Learning-Based Robust Change Detection Approach for Very High Resolution Remotely Sensed Images with Multiple Features", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272927"} @article{bb278223, AUTHOR = "Dong, H.H. and Ma, W.P. and Wu, Y. and Zhang, J. and Jiao, L.C.", TITLE = "Self-Supervised Representation Learning for Remote Sensing Image Change Detection Based on Temporal Prediction", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272928"} @article{bb278224, AUTHOR = "Rußwurm, M. and Korner, M.", TITLE = "Self-attention for raw optical Satellite Time Series Classification", JOURNAL = PandRS, VOLUME = "169", YEAR = "2020", PAGES = "421-435", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272929"} @article{bb278225, AUTHOR = "Seydi, S.T. and Hasanlou, M. and Amani, M.", TITLE = "A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272930"} @article{bb278226, AUTHOR = "Yang, S.T. and Gu, L.J. and Li, X.F. and Jiang, T. and Ren, R.Z.", TITLE = "Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "19", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272931"} @article{bb278227, AUTHOR = "Sefrin, O. and Riese, F.M. and Keller, S.", TITLE = "Deep Learning for Land Cover Change Detection", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272932"} @article{bb278228, AUTHOR = "Msellmi, B. and Picone, D. and Ben Rabah, Z. and Mura, M.D. and Farah, I.R.", TITLE = "Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272933"} @article{bb278229, AUTHOR = "Yasrab, R. and Zhang, J.C. and Smyth, P. and Pound, M.P.", TITLE = "Predicting Plant Growth from Time-Series Data Using Deep Learning", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272934"} @article{bb278230, AUTHOR = "Hu, T.X. and Myers Toman, E. and Chen, G. and Shao, G. and Zhou, Y.Y. and Li, Y. and Zhao, K.G. and Feng, Y.", TITLE = "Mapping fine-scale human disturbances in a working landscape with Landsat time series on Google Earth Engine", JOURNAL = PandRS, VOLUME = "176", YEAR = "2021", PAGES = "250-261", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272935"} @article{bb278231, AUTHOR = "Yang, X. and Hu, L. and Zhang, Y.M. and Li, Y.Q.", TITLE = "MRA-SNet: Siamese Networks of Multiscale Residual and Attention for Change Detection in High-Resolution Remote Sensing Images", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272936"} @article{bb278232, AUTHOR = "Kavhu, B. and Mashimbye, Z.E. and Luvuno, L.", TITLE = "Climate-Based Regionalization and Inclusion of Spectral Indices for Enhancing Transboundary Land-Use/Cover Classification Using Deep Learning and Machine Learning", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272937"} @article{bb278233, AUTHOR = "Song, K.Q. and Cui, F.Z. and Jiang, J.", TITLE = "An Efficient Lightweight Neural Network for Remote Sensing Image Change Detection", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272938"} @article{bb278234, AUTHOR = "Cui, F.Z. and Jiang, J.", TITLE = "Shuffle-CDNet: A Lightweight Network for Change Detection of Bitemporal Remote-Sensing Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272939"} @article{bb278235, AUTHOR = "Wang, X.H. and Cheng, W. and Feng, Y.N. and Song, R.", TITLE = "TSCNet: Topological Structure Coupling Network for Change Detection of Heterogeneous Remote Sensing Images", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272940"} @article{bb278236, AUTHOR = "Zhang, Z.Y. and Jing, W.X. and Li, H.F. and Tao, C. and Zhang, Y.S.", TITLE = "GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "20", PAGES = "5056", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272941"} @article{bb278237, AUTHOR = "Cao, S.Y. and Tang, Y. and Yan, E. and Jiang, J.W. and Mo, D.", TITLE = "Bridging Domains and Resolutions: Deep Learning-Based Land Cover Mapping without Matched Labels", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "8", PAGES = "1449", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272942"} @inproceedings{bb278238, AUTHOR = "Mall, U. and Hariharan, B. and Bala, K.", TITLE = "Change-Aware Sampling and Contrastive Learning for Satellite Images", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "5261-5270", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272943"} @inproceedings{bb278239, AUTHOR = "Kalita, I. and Karatsiolis, S. and Kamilaris, A.", TITLE = "Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning", BOOKTITLE = CAIP21, YEAR = "2021", PAGES = "II:24-35", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272944"} @inproceedings{bb278240, AUTHOR = "Deprez, A. and Puissant, A. and Malet, J.P. and Michea, D.", TITLE = "Imclass: A User-tailored Machine Learning Image Classification Chain For Change Detection Or Landcover Mapping", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B3:677-683", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272945"} @inproceedings{bb278241, AUTHOR = "Sainte Fare Garnot, V. and Landrieu, L.", TITLE = "Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4852-4861", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272946"} @inproceedings{bb278242, AUTHOR = "Sainte Fare Garnot, V. and Landrieu, L. and Giordano, S. and Chehata, N.", TITLE = "Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12322-12331", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272947"} @inproceedings{bb278243, AUTHOR = "Jing, S. and Chao, T.", TITLE = "Time Series Land Cover Classification Based on Semi-supervised Convolutional Long Short-term Memory Neural Networks", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B2:1521-1528", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272948"} @inproceedings{bb278244, AUTHOR = "Kamdem de Teyou, G. and Tarabalka, Y. and Manighetti, I. and Almar, R. and Tripodi, S.", TITLE = "Deep Neural Networks for Automatic Extraction of Features In Time Series Optical Satellite Images", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B2:1529-1535", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272949"} @inproceedings{bb278245, AUTHOR = "Babaeian Diva, A. and Bigdeli, B. and Pahlavani, P.", TITLE = "Agricultural Land Change Detecting and Forecasting Using Combination Of Feedforward Multilayer Neural Network, Cellular Automata and Markov Chain Models", BOOKTITLE = SMPR19, YEAR = "2019", PAGES = "153-158", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272950"} @inproceedings{bb278246, AUTHOR = "Grivei, A.C. and Radoi, A. and Datcu, M.", TITLE = "Land cover change detection in Satellite Image Time Series using an active learning method", BOOKTITLE = MultiTemp17, YEAR = "2017", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272951"} @inproceedings{bb278247, AUTHOR = "El Amin, A.M. and Liu, Q. and Wang, Y.", TITLE = "Zoom out CNNs features for optical remote sensing change detection", BOOKTITLE = ICIVC17, YEAR = "2017", PAGES = "812-817", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272952"} @inproceedings{bb278248, AUTHOR = "Burchfield, E. and Nay, J.J. and Gilligan, J.", TITLE = "Application Of Machine Learning To The Prediction Of Vegetation Health", BOOKTITLE = ISPRS16, YEAR = "2016", PAGES = "B2: 465-469", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT272953"} @article{bb278249, AUTHOR = "Eghbali, H.J.", TITLE = "K-S Test for Detecting Changes from Landsat Imagery Data", JOURNAL = SMC, VOLUME = "9", YEAR = "1979", NUMBER = "1", PAGES = "17-23", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272954"} @article{bb278250, AUTHOR = "Song, C.H. and Woodcock, C.E. and Seto, K.C. and Lenney, M.P. and Macomber, S.A.", TITLE = "Classification and Change Detection Using Landsat TM Data. When and How to Correct Atmospheric Effects?", JOURNAL = RSE, VOLUME = "75", YEAR = "2001", NUMBER = "2", PAGES = "230-244", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272955"} @article{bb278251, AUTHOR = "Rogan, J. and Miller, J. and Stow, D. and Franklin, J. and Levien, L. and Fischer, C.", TITLE = "Land-Cover Change Monitoring with Classification Trees Using Landsat TM and Ancillary Data", JOURNAL = PhEngRS, VOLUME = "69", YEAR = "2003", NUMBER = "7", MONTH = "July", PAGES = "793-804", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272956"} @article{bb278252, AUTHOR = "Matejicek, L. and Kopackova, V.", TITLE = "Changes in Croplands as a Result of Large Scale Mining and the Associated Impact on Food Security Studied Using Time-Series Landsat Images", JOURNAL = RS, VOLUME = "2", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "1463-1480", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272957"} @article{bb278253, AUTHOR = "Mitchell, J.J. and Shrestha, R. and Moore Ellison, C.A. and Glenn, N.F.", TITLE = "Single and Multi-Date Landsat Classifications of Basalt to Support Soil Survey Efforts", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "10", PAGES = "4857-4876", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272958"} @article{bb278254, AUTHOR = "Brooks, E.B. and Wynne, R.H. and Thomas, V.A. and Blinn, C.E. and Coulston, J.W.", TITLE = "On-the-Fly Massively Multitemporal Change Detection Using Statistical Quality Control Charts and Landsat Data", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "6", MONTH = "June", PAGES = "3316-3332", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272959"} @article{bb278255, AUTHOR = "Li, Q.T. and Wang, C.Z. and Zhang, B. and Lu, L.L.", TITLE = "Object-Based Crop Classification with Landsat-MODIS Enhanced Time-Series Data", JOURNAL = RS, VOLUME = "7", YEAR = "2015", NUMBER = "12", PAGES = "15820", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272960"} @article{bb278256, AUTHOR = "Mandanici, E. and Bitelli, G.", TITLE = "Multi-Image and Multi-Sensor Change Detection for Long-Term Monitoring of Arid Environments With Landsat Series", JOURNAL = RS, VOLUME = "7", YEAR = "2015", NUMBER = "10", PAGES = "14019", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272961"} @article{bb278257, AUTHOR = "Wang, C.Z. and Fan, Q. and Li, Q.T. and Soo Hoo, W.M. and Lu, L.L.", TITLE = "Energy crop mapping with enhanced TM/MODIS time series in the BCAP agricultural lands", JOURNAL = PandRS, VOLUME = "124", YEAR = "2017", NUMBER = "1", PAGES = "133-143", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272962"} @article{bb278258, AUTHOR = "Schmidt, M. and Pringle, M. and Devadas, R. and Denham, R. and Tindall, D.", TITLE = "A Framework for Large-Area Mapping of Past and Present Cropping Activity Using Seasonal Landsat Images and Time Series Metrics", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "4", PAGES = "312", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272963"} @article{bb278259, AUTHOR = "Dannenberg, M.P. and Hakkenberg, C.R. and Song, C.H.", TITLE = "Consistent Classification of Landsat Time Series with an Improved Automatic Adaptive Signature Generalization Algorithm", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "8", PAGES = "691", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272964"} @article{bb278260, AUTHOR = "Shahtahmassebi, A.R. and Lin, Y. and Lin, L. and Atkinson, P.M. and Moore, N. and Wang, K. and He, S. and Huang, L.Y. and Wu, J. and Shen, Z.Q. and Gan, M. and Zheng, X.Y. and Su, Y. and Teng, H.F. and Li, X.Y. and Deng, J.S. and Sun, Y.Y. and Zhao, M.Z.", TITLE = "Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272965"} @article{bb278261, AUTHOR = "Zhu, Z.", TITLE = "Change Detection Using Landsat Time Series: A review of frequencies, preprocessing, algorithms, and applications", JOURNAL = PandRS, VOLUME = "130", YEAR = "2017", NUMBER = "1", PAGES = "370-384", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272966"} @article{bb278262, AUTHOR = "Diek, S. and Fornallaz, F. and Schaepman, M.E. and de Jong, R.", TITLE = "Barest Pixel Composite for Agricultural Areas Using Landsat Time Series", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272967"} @article{bb278263, AUTHOR = "Gupta, N. and Pillai, G.V. and Ari, S.", TITLE = "Change detection in Landsat images based on local neighbourhood information", JOURNAL = IET-IPR, VOLUME = "12", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "2051-2058", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272968"} @article{bb278264, AUTHOR = "Karakizi, C. and Karantzalos, K. and Vakalopoulou, M. and Antoniou, G.", TITLE = "Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272969"} @article{bb278265, AUTHOR = "Song, M. and Zhong, Y.F. and Ma, A.L.", TITLE = "Change Detection Based on Multi-Feature Clustering Using Differential Evolution for Landsat Imagery", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272970"} @article{bb278266, AUTHOR = "Xie, S. and Liu, L.Y. and Zhang, X. and Yang, J.N. and Chen, X.D. and Gao, Y.", TITLE = "Automatic Land-Cover Mapping using Landsat Time-Series Data Based on Google Earth Engine", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272971"} @article{bb278267, AUTHOR = "Martin Ortega, P. and Garcia Montero, L.G. and Sibelet, N.", TITLE = "Temporal Patterns in Illumination Conditions and Its Effect on Vegetation Indices Using Landsat on Google Earth Engine", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272972"} @article{bb278268, AUTHOR = "Li, J.Y. and Huang, X. and Chang, X.Y.", TITLE = "A label-noise robust active learning sample collection method for multi-temporal urban land-cover classification and change analysis", JOURNAL = PandRS, VOLUME = "163", YEAR = "2020", PAGES = "1-17", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272973"} @article{bb278269, AUTHOR = "Bright, B.C. and Hudak, A.T. and Meddens, A.J.H. and Egan, J.M. and Jorgensen, C.L.", TITLE = "Mapping Multiple Insect Outbreaks across Large Regions Annually Using Landsat Time Series Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272974"} @inproceedings{bb278270, AUTHOR = "Meroni, M. and Schucknecht, A. and Fasbender, D. and Rembold, F. and Fava, F. and Mauclaire, M. and Goffner, D. and di Lucchio, L.M. and Leonardi, U.", TITLE = "Remote sensing monitoring of land restoration interventions in semi-arid environments using a before-after control-impact statistical design", BOOKTITLE = MultiTemp17, YEAR = "2017", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272975"} @article{bb278271, AUTHOR = "Sun, J. and Ongsomwang, S.", TITLE = "Multitemporal Land Use and Land Cover Classification from Time-Series Landsat Datasets Using Harmonic Analysis with a Minimum Spectral Distance Algorithm", JOURNAL = IJGI, VOLUME = "9", YEAR = "2020", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272976"} @article{bb278272, AUTHOR = "Hemati, M. and Hasanlou, M. and Mahdianpari, M. and Mohammadimanesh, F.", TITLE = "A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272977"} @article{bb278273, AUTHOR = "Aghababaei, M. and Ebrahimi, A. and Naghipour, A.A. and Asadi, E. and Verrelst, J.", TITLE = "Vegetation Types Mapping Using Multi-Temporal Landsat Images in the Google Earth Engine Platform", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272978"} @article{bb278274, AUTHOR = "Zhao, F. and Xia, L. and Kylling, A. and Shang, H. and Yang, P.", TITLE = "Mapping global flying aircraft activities using Landsat 8 and cloud computing", JOURNAL = PandRS, VOLUME = "184", YEAR = "2022", PAGES = "19-30", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272979"} @article{bb278275, AUTHOR = "Guo, Y.T. and Long, T.F. and Jiao, W. and Zhang, X.M. and He, G.J. and Wang, W. and Peng, Y. and Xiao, H.", TITLE = "Siamese Detail Difference and Self-Inverse Network for Forest Cover Change Extraction Based on Landsat 8 OLI Satellite Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272980"} @article{bb278276, AUTHOR = "Zhang, Y.Z. and Liu, J.D. and Liang, S.L. and Li, M.", TITLE = "A New Spatial-Temporal Depthwise Separable Convolutional Fusion Network for Generating Landsat 8-Day Surface Reflectance Time Series over Forest Regions", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272981"} @article{bb278277, AUTHOR = "Graesser, J. and Stanimirova, R. and Tarrio, K. and Copati, E.J. and Volante, J.N. and Veron, S.R. and Banchero, S. and Elena, H. and de Abelleyra, D. and Friedl, M.A.", TITLE = "Temporally-Consistent Annual Land Cover from Landsat Time Series in the Southern Cone of South America", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272982"} @article{bb278278, AUTHOR = "Li, J.Z. and Ma, J.J. and Ye, X.J.", TITLE = "A Batch Pixel-Based Algorithm to Composite Landsat Time Series Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272983"} @article{bb278279, AUTHOR = "Sun, X.Y. and Li, G.Y. and Wu, Q.Q. and Li, D.Q. and Lu, D.S.", TITLE = "Examining the Effects of Soil and Water Conservation Measures on Patterns and Magnitudes of Vegetation Cover Change in a Subtropical Region Using Time Series Landsat Imagery", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "4", PAGES = "714", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272984"} @inproceedings{bb278280, AUTHOR = "Devadas, R. and Denham, R.J. and Pringle, M.", TITLE = "Support Vector Machine Classification Of Object-based Data For Crop Mapping, Using Multi-temporal Landsat Imagery", BOOKTITLE = ISPRS12, YEAR = "2012", PAGES = "XXXIX-B7:185-190", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272985"} @inproceedings{bb278281, AUTHOR = "Rasi, R. and Kissiyar, O. and Vollmar, M.", TITLE = "Land cover change detection thresholds for Landsat data samples", BOOKTITLE = MultiTemp11, YEAR = "2011", PAGES = "205-208", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927lstm2.html#TT272986"} @article{bb278282, AUTHOR = "Kastens, J.H. and Jakubauskas, M.E. and Lerner, D.E.", TITLE = "Using temporal averaging to decouple annual and nonannual information in AVHRR NDVI time series", JOURNAL = GeoRS, VOLUME = "41", YEAR = "2003", NUMBER = "11", MONTH = "November", PAGES = "2590-2594", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272987"} @article{bb278283, AUTHOR = "Lotsch, A. and Friedl, M.A. and Pinzon, J.E.", TITLE = "Spatio-Temporal Deconvolution of NDVI Image Sequences Using Independent Component Analysis", JOURNAL = GeoRS, VOLUME = "41", YEAR = "2003", NUMBER = "12", MONTH = "December", PAGES = "2938-2942", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272988"} @article{bb278284, AUTHOR = "Geerken, R.A.", TITLE = "An algorithm to classify and monitor seasonal variations in vegetation phenologies and their inter-annual change", JOURNAL = PandRS, VOLUME = "64", YEAR = "2009", NUMBER = "4", MONTH = "July", PAGES = "422-431", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272989"} @article{bb278285, AUTHOR = "Feilhauer, H. and He, K. and Rocchini, D.", TITLE = "Modeling Species Distribution Using Niche-Based Proxies Derived from Composite Bioclimatic Variables and MODIS-NDVI", JOURNAL = RS, VOLUME = "4", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2057-2075", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272990"} @article{bb278286, AUTHOR = "Obata, K. and Miura, T. and Yoshioka, H.", TITLE = "Analysis of the Scaling Effects in the Area-Averaged Fraction of Vegetation Cover Retrieved Using an NDVI-Isoline-Based Linear Mixture Model", JOURNAL = RS, VOLUME = "4", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2156-2180", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272991"} @article{bb278287, AUTHOR = "Vrieling, A. and de Leeuw, J. and Said, M.", TITLE = "Length of Growing Period over Africa: Variability and Trends from 30 Years of NDVI Time Series", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "982-1000", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272992"} @article{bb278288, AUTHOR = "Sun, J. and Cheng, G. and Li, W. and Sha, Y. and Yang, Y.", TITLE = "On the Variation of NDVI with the Principal Climatic Elements in the Tibetan Plateau", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "1894-1911", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272993"} @article{bb278289, AUTHOR = "Tian, F. and Wang, Y.J. and Fensholt, R. and Wang, K. and Zhang, L. and Huang, Y.", TITLE = "Mapping and Evaluation of NDVI Trends from Synthetic Time Series Obtained by Blending Landsat and MODIS Data around a Coalfield on the Loess Plateau", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "9", PAGES = "4255-4279", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272994"} @article{bb278290, AUTHOR = "Sinha, P. and Kumar, L.", TITLE = "Independent two-step thresholding of binary images in inter-annual land cover change/no-change identification", JOURNAL = PandRS, VOLUME = "81", YEAR = "2013", NUMBER = "1", MONTH = "July", PAGES = "31-43", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272995"} @article{bb278291, AUTHOR = "Campo Bescos, M.A. and Munoz Carpena, R. and Southworth, J. and Zhu, L. and Waylen, P.R. and Bunting, E.", TITLE = "Combined Spatial and Temporal Effects of Environmental Controls on Long-Term Monthly NDVI in the Southern Africa Savanna", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "12", PAGES = "6513-6538", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272996"} @article{bb278292, AUTHOR = "Jiang, N. and Zhu, W.Q. and Zheng, Z.T. and Chen, G.S. and Fan, D.Q.", TITLE = "A Comparative Analysis between GIMSS NDVIg and NDVI3g for Monitoring Vgetation Activity Change in the Northern Hemisphere during 1982-2008", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "8", PAGES = "4031-4044", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272997"} @article{bb278293, AUTHOR = "Atzberger, C. and Rembold, F.", TITLE = "Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets", JOURNAL = RS, VOLUME = "5", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "1335-1354", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272998"} @article{bb278294, AUTHOR = "Anyamba, A. and Small, J.L. and Tucker, C.J. and Pak, E.W.", TITLE = "Thirty-two Years of Sahelian Zone Growing Season Non-Stationary NDVI3g Patterns and Trends", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "4", PAGES = "3101-3122", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT272999"} @article{bb278295, AUTHOR = "Nagol, J.R. and Vermote, E.F. and Prince, S.D.", TITLE = "Quantification of Impact of Orbital Drift on Inter-Annual Trends in AVHRR NDVI Data", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "7", PAGES = "6680-6687", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT273000"} @article{bb278296, AUTHOR = "Bao, G. and Qin, Z.H. and Bao, Y.H. and Zhou, Y. and Li, W.J. and Sanjjav, A.", TITLE = "NDVI-Based Long-Term Vegetation Dynamics and Its Response to Climatic Change in the Mongolian Plateau", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "9", PAGES = "8337-8358", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT273001"} @article{bb278297, AUTHOR = "Guo, E.L. and Wang, Y.F. and Wang, C.L. and Sun, Z.Y. and Bao, Y.L. and Mandula, N. and Jirigala, B. and Bao, Y.H. and Li, H.", TITLE = "NDVI Indicates Long-Term Dynamics of Vegetation and Its Driving Forces from Climatic and Anthropogenic Factors in Mongolian Plateau", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT273002"} @article{bb278298, AUTHOR = "Pinzon, J.E. and Tucker, C.J.", TITLE = "A Non-Stationary 1981-2012 AVHRR NDVI3g Time Series", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "8", PAGES = "6929-6960", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT273003"} @article{bb278299, AUTHOR = "Michishita, R. and Jin, Z.Y. and Chen, J. and Xu, B.", TITLE = "Empirical comparison of noise reduction techniques for NDVI time-series based on a new measure", JOURNAL = PandRS, VOLUME = "91", YEAR = "2014", NUMBER = "1", PAGES = "17-28", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ndvi1.html#TT273004"}