المؤلفون: Cassio F. Dantas, Raffaelle Gaetano, Claudia Paris, Dino Ienco

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 1681-1694 (2025)

مصطلحات موضوعية: Contrastive learning, data-centric artificial intelligence (data-centric AI), domain adaptation, land cover (LC) mapping, satellite image time series (SITS), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10759767/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/90fe3160da114cd680628cb1ab43f373

المؤلفون: Wenqi Guo, Zheng Zhang, Yu Meng, Weixiong Zhang, Shichen Gao, Ping Tang

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 1272-1287 (2025)

مصطلحات موضوعية: Clustering, deep learning, joint optimization, satellite image time series (SITS), unsupervised, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10758232/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/dd1ef004b4784e5ba840a2836379c6c9

المؤلفون: Hengbin Wang, Zijing Ye, Yu Yao, Wanqiu Chang, Junyi Liu, Yuanyuan Zhao, Shaoming Li, Zhe Liu, Xiaodong Zhang

المصدر: Geo-spatial Information Science, Pp 1-16 (2024)

مصطلحات موضوعية: Cross-Regional Model Transfer (CRMT), Satellite Image Time Series (SITS) shifts, Satellite Image Time Series (SITS) correction, correction units, crop classification, Mathematical geography. Cartography, GA1-1776, Geodesy, QB275-343

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1009-5020; https://doaj.org/toc/1993-5153

URL الوصول: https://doaj.org/article/d8c45e80026f46c1ad70e1c64406d917

المؤلفون: Valentine Bellet, Mathieu Fauvel, Jordi Inglada, Julien Michel

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 2980-2994 (2024)

مصطلحات موضوعية: Land cover map, large-scale classification, representation learning, satellite image time-series (SITS), Sentinel-2, sparse variational Gaussian processes (SVGP), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10363355/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/c1c176894458402eb8b83a3da2500f5f

المؤلفون: Iris Dumeur, Silvia Valero, Jordi Inglada

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 4350-4367 (2024)

مصطلحات موضوعية: Representation learning, satellite image time series (SITS), self-supervised learning (SSL), spatio-temporal network, transformer, Unet, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10414422/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/78300210f8244fe1be47ded252e25742

المؤلفون: Clement Bressant, Pierre-Alexis Herrault, Anne Puissant

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11685-11706 (2024)

مصطلحات موضوعية: Discrepancies, high spatial resolution, phenology, PlanetScope (PS), satellite image time series (SITS), Sentinel-2 (S2), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10552035/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/7287c08b15984830a942ff1a17419f75

المؤلفون: Navid Mahdizadeh Gharakhanlou, Liliana Perez, Nico Coallier

المصدر: Remote Sensing, Vol 16, Iss 22, p 4225 (2024)

مصطلحات موضوعية: satellite image time series (SITS), land cover classification, remote sensing (RS), deep learning (DL), geospatial artificial intelligence (GeoAI), beehives, Science

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2072-4292/16/22/4225; https://doaj.org/toc/2072-4292

URL الوصول: https://doaj.org/article/723673c34a1f4bdfb431db3d4a8b0007

المؤلفون: Dumeur, Iris, Valero, Silvia, Inglada, Jordi

المساهمون: Centre d'études spatiales de la biosphère (CESBIO), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), ANR-20-CE23-0003,DeepChange,Modèles génératifs pour la cartographie des changements de l'occupation du sol à partir de séries temporelles d'images satellitaires(2020)

المصدر: https://hal.science/hal-04639033 ; 2024.

مصطلحات موضوعية: Satellite Image Time series (SITS), Foundation Model, Self-Supervised Learning, Representation Learning, Multi-task self-supervised learning, Satellite Image Time series (SITS) Foundation Model Self-Supervised Learning Representation Learning Multi-task self-supervised learning, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [SDE]Environmental Sciences

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2407.08448; ARXIV: 2407.08448

الاتاحة: https://hal.science/hal-04639033
https://hal.science/hal-04639033v2/document
https://hal.science/hal-04639033v2/file/article_v2.pdf

المؤلفون: Chandrabali Karmakar, Corneliu Octavian Dumitru, Nick Hughes, Mihai Datcu

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 5355-5373 (2023)

مصطلحات موضوعية: Change maps, color-coded change signatures, domain knowledge, Latent Dirichlet Allocation (LDA), satellite image time series (SITS), unsupervised, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10127624/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/3412d169f4304f35a762335661ecded3

المؤلفون: Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas Baghdadi, Adrien Hadj Salah

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 3645-3675 (2023)

مصطلحات موضوعية: Deep learning, land-cover mapping, satellite image time series (SITS), temporal-domain adaptation, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10089508/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/b2f732ecb8404c5bbfd48bc2b7c4da1c

المؤلفون: Yady Tatiana Solano-Correa, Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 3131-3145 (2022)

مصطلحات موضوعية: Large-scale mapping, multitemporal (MT), pre- cision agriculture, satellite image time series (SITS), sentinel-2 (S2), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9749002/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/1cec6cb6205b492bb88ffdb94a178b44

المؤلفون: Bellet, Valentine, Fauvel, Mathieu, Inglada, Jordi

المساهمون: Centre d'études spatiales de la biosphère (CESBIO), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National d'Études Spatiales Toulouse (CNES), Centre National d’Etudes Spatiales (CNES), ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019)

المصدر: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-03781332 ; IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.4400221. ⟨10.1109/TGRS.2023.3234527⟩.

مصطلحات موضوعية: Satellite Image Time-Series (SITS), Sentinel- 2, Land Cover Map, Large Scale, Sparse Variational Gaussian Processes, Earth Observation (EO), Remote Sensing, Pixel-Based, Classification, [MATH]Mathematics [math], [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces, environment

Relation: WOS: 000992306700013

الاتاحة: https://hal.science/hal-03781332
https://hal.science/hal-03781332v2/document
https://hal.science/hal-03781332v2/file/article_TGRS_v2.pdf
https://doi.org/10.1109/TGRS.2023.3234527

المؤلفون: Bellet, Valentine, Fauvel, Mathieu, Inglada, Jordi, Michel, Julien

المساهمون: Centre d'études spatiales de la biosphère (CESBIO), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Université de Toulouse (UT), ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019)

المصدر: ISSN: 1939-1404 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; https://hal.science/hal-04112115 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.

مصطلحات موضوعية: Irregular Sampling, Satellite Image Time Series SITS, Sentinel-2, Land Cover Map, Classification, Large Scale, Sparse Variational Gaussian Processes, Earth Observation (EO), Remote Sensing, [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [SDE.IE]Environmental Sciences/Environmental Engineering, [SHS.STAT]Humanities and Social Sciences/Methods and statistics, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

الاتاحة: https://hal.science/hal-04112115
https://hal.science/hal-04112115v4/document
https://hal.science/hal-04112115v4/file/final_version_hal_bellet_valentine.pdf

المؤلفون: Weixiong Zhang, Hao Zhang, Zhitao Zhao, Ping Tang, Zheng Zhang

المصدر: Remote Sensing; Volume 15; Issue 3; Pages: 618

مصطلحات موضوعية: satellite image time series (SITS), self-attention, lightweight temporal attention encoder (LTAE), lightweight convolution, land cover classification

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: https://dx.doi.org/10.3390/rs15030618

الاتاحة: https://doi.org/10.3390/rs15030618

المؤلفون: Rohman, Arif, Fauzi, Adam Irwansyah, Swastika, Nindya, Nurtyawan, Rian

المصدر: Jurnal Geosains dan Remote Sensing; Vol 4 No 2 (2023): JGRS Edisi November; 59-66 ; 2722-3639 ; 2722-3647 ; 10.23960/jgrs.2023.v4i2

مصطلحات موضوعية: Deep Learning, Earth Data Cube, Satellite Image Time Series (SITS), Sentinel 2

وصف الملف: application/pdf

Relation: https://jgrs.eng.unila.ac.id/index.php/geo/article/view/138/63; https://jgrs.eng.unila.ac.id/index.php/geo/article/view/138

الاتاحة: https://jgrs.eng.unila.ac.id/index.php/geo/article/view/138
https://doi.org/10.23960/jgrs.ft.unila.138

المؤلفون: Dumeur, Iris, Valero, Silvia, Inglada, Jordi

المساهمون: Centre d'études spatiales de la biosphère (CESBIO), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National d'Études Spatiales Toulouse (CNES), ANR-20-CE23-0003,DeepChange,Modèles génératifs pour la cartographie des changements de l'occupation du sol à partir de séries temporelles d'images satellitaires(2020), ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019), ANR-18-CE23-0023,MAESTRIA,Analysis d'images multi-modales d'observation de la Terre(2018)

المصدر: https://hal.science/hal-04084839 ; 2023.

مصطلحات موضوعية: Satellite Image Time Series SITS, Transformer, Self-supervised learning, Spatio-Temporal Network, Unet, Representation Learning, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces, environment, [STAT.ME]Statistics [stat]/Methodology [stat.ME], [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

الاتاحة: https://hal.science/hal-04084839
https://hal.science/hal-04084839v4/document
https://hal.science/hal-04084839v4/file/article_ubarn.pdf

المؤلفون: Yuan Yuan, Lei Lin

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 474-487 (2021)

مصطلحات موضوعية: Bidirectional encoder representations from Transformers (BERT), classification, satellite image time series (SITS), self-supervised learning, transfer learning, unsupervised pretraining, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9252123/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/4fb58140e0d948d39692eecad8be09a1

المؤلفون: Constantin, Alexandre, Fauvel, Mathieu, Girard, Stéphane

المساهمون: Modèles statistiques bayésiens et des valeurs extrêmes pour données structurées et de grande dimension (STATIFY), Inria Grenoble - Rhône-Alpes, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire Jean Kuntzmann (LJK), Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA), Centre d'études spatiales de la biosphère (CESBIO), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), ANR-15-IDEX-0002,UGA,IDEX UGA(2015)

المصدر: ISSN: 0960-3174.

مصطلحات موضوعية: Multivariate Gaussian processes, Classification, Multivariate imputation of missing data, Irregular sampling, Satellite image time-series (SITS), Remote sensing, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]

Relation: WOS: 000855465500003

الاتاحة: https://hal.science/hal-03280484
https://hal.science/hal-03280484v2/document
https://hal.science/hal-03280484v2/file/author_version.pdf
https://doi.org/10.1007/s11222-022-10145-8

المؤلفون: Tamborrino, Cristiano, Interdonato, Roberto, Teisseire, Maguelonne

المساهمون: Università degli studi di Bari Aldo Moro = University of Bari Aldo Moro (UNIBA), Territoires, Environnement, Télédétection et Information Spatiale (UMR TETIS), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-AgroParisTech-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Département Environnements et Sociétés (Cirad-ES), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)

المصدر: ISSN: 2072-4292 ; Remote Sensing ; https://hal.inrae.fr/hal-03747319 ; Remote Sensing, 2022, 14 (13), pp.3080. ⟨10.3390/rs14133080⟩.

مصطلحات موضوعية: land cover classification, Sentinel-2, matrix factorization, copulas, machine learning, Satellite image time series SITS, [SDE]Environmental Sciences

Relation: WOS: 000824541800001

الاتاحة: https://hal.inrae.fr/hal-03747319
https://hal.inrae.fr/hal-03747319v1/document
https://hal.inrae.fr/hal-03747319v1/file/Tamborrino_remotesensing_2022.pdf
https://doi.org/10.3390/rs14133080

المؤلفون: Ekaterina Kalinicheva, Dino Ienco, Jeremie Sublime, Maria Trocan

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 1450-1466 (2020)

مصطلحات موضوعية: Autoencoder (AE), change detection, gated recurrent unit (GRU), object-oriented image analysis, pattern recognition, satellite image time series (SITS), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9050903/; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/f4894437db9d47b5aabfcf951a9f8f0e