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  • 1
    Keywords: Artificial intelligence. ; Big data. ; Artificial Intelligence. ; Big Data.
    Description / Table of Contents: Spatial Data and Artificial Intelligence -- Towards a Multi-agents Model for Automatic Big Data Processing to Support Urban planning -- Geospatial Forecasting and Social Media Exploration Based on Sentiment Analysis: Application to Flood Forecasting -- Deep Convolution Neural Network for Automated Method of Road Extraction on Aerial Imagery -- Enhancing the Management of Traffic Sequence Following Departure Trajectories -- A Multiagent and Machine Learning based Intrusion Detection System for Drone Networks -- Towards a Deep Learning Approach for Automatic Semantic Segmentation of 3D Lidar point Clouds in Urban Areas -- Artificial and Geospatial Intelligence Driven Digital Twins Architecture Development Against the Worldwide Twin Crisis Caused by Covid-19 -- Remote Sensing and Artificial Intelligence -- Opportunities for Artificial Intelligence in Precision Agriculture Using Satellite remote Sensing -- Monitoring Land Productivity Trends in Souss-Massa Region Using Landsat Time series Data to Support SDG Target 15.3 -- Subimages Based Approach for Landslide Susceptibility Mapping Using Convolutional Neural Network -- Lithological Mapping for a Semi-arid Area Using GEOBIA and PBIA Machine Learning Approaches with Sentinel-2 Imagery: Case Study of Skhour Rehamna, Morocco -- Optimization of Object-based Image Analysis with Genetic Programming to Generate Explicit Knowledge from Worldview 2 Data for Urban Mapping -- Machine Learning and Remote Sensing in Mapping and Estimating Rosemary Cover biomass.
    Abstract: This book explores cutting-edge methods combining geospatial technologies and artificial intelligence related to several fields such as smart farming, urban planning, geology, transportation, and 3D city models. It introduces techniques which range from machine and deep learning to remote sensing for geospatial data analysis. The book consists of two main parts that include 13 chapters contributed by promising authors. The first part deals with the use of artificial intelligence techniques to improve spatial data analysis, whereas the second part focuses on the use of artificial intelligence with remote sensing in various fields. Throughout the chapters, the interest for the use of artificial intelligence is demonstrated for different geospatial technologies such as aerial imagery, drones, Lidar, satellite remote sensing, and more. The work in this book is dedicated to the scientific community interested in the coupling of geospatial technologies and artificial intelligence and exploring the synergetic effects of both fields. It offers practitioners and researchers from academia, the industry and government information, experiences and research results about all aspects of specialized and interdisciplinary fields on geospatial intelligence. .
    Type of Medium: Online Resource
    Pages: X, 180 p. 114 illus., 101 illus. in color. , online resource.
    Edition: 1st ed. 2022.
    ISBN: 9783030804589
    Series Statement: Advances in Science, Technology & Innovation, IEREK Interdisciplinary Series for Sustainable Development,
    DDC: 006.3
    Language: English
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  • 2
    Publication Date: 2020-10-23
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 3
    Publication Date: 2014-10-14
    Description: Intracellular ISG15 is an interferon (IFN)-alpha/beta-inducible ubiquitin-like modifier which can covalently bind other proteins in a process called ISGylation; it is an effector of IFN-alpha/beta-dependent antiviral immunity in mice. We previously published a study describing humans with inherited ISG15 deficiency but without unusually severe viral diseases. We showed that these patients were prone to mycobacterial disease and that human ISG15 was non-redundant as an extracellular IFN-gamma-inducing molecule. We show here that ISG15-deficient patients also display unanticipated cellular, immunological and clinical signs of enhanced IFN-alpha/beta immunity, reminiscent of the Mendelian autoinflammatory interferonopathies Aicardi-Goutieres syndrome and spondyloenchondrodysplasia. We further show that an absence of intracellular ISG15 in the patients' cells prevents the accumulation of USP18, a potent negative regulator of IFN-alpha/beta signalling, resulting in the enhancement and amplification of IFN-alpha/beta responses. Human ISG15, therefore, is not only redundant for antiviral immunity, but is a key negative regulator of IFN-alpha/beta immunity. In humans, intracellular ISG15 is IFN-alpha/beta-inducible not to serve as a substrate for ISGylation-dependent antiviral immunity, but to ensure USP18-dependent regulation of IFN-alpha/beta and prevention of IFN-alpha/beta-dependent autoinflammation.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303590/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303590/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Zhang, Xianqin -- Bogunovic, Dusan -- Payelle-Brogard, Beatrice -- Francois-Newton, Veronique -- Speer, Scott D -- Yuan, Chao -- Volpi, Stefano -- Li, Zhi -- Sanal, Ozden -- Mansouri, Davood -- Tezcan, Ilhan -- Rice, Gillian I -- Chen, Chunyuan -- Mansouri, Nahal -- Mahdaviani, Seyed Alireza -- Itan, Yuval -- Boisson, Bertrand -- Okada, Satoshi -- Zeng, Lu -- Wang, Xing -- Jiang, Hui -- Liu, Wenqiang -- Han, Tiantian -- Liu, Delin -- Ma, Tao -- Wang, Bo -- Liu, Mugen -- Liu, Jing-Yu -- Wang, Qing K -- Yalnizoglu, Dilek -- Radoshevich, Lilliana -- Uze, Gilles -- Gros, Philippe -- Rozenberg, Flore -- Zhang, Shen-Ying -- Jouanguy, Emmanuelle -- Bustamante, Jacinta -- Garcia-Sastre, Adolfo -- Abel, Laurent -- Lebon, Pierre -- Notarangelo, Luigi D -- Crow, Yanick J -- Boisson-Dupuis, Stephanie -- Casanova, Jean-Laurent -- Pellegrini, Sandra -- 1P01AI076210-01A1/AI/NIAID NIH HHS/ -- 309449/European Research Council/International -- 8UL1TR000043/TR/NCATS NIH HHS/ -- P01 AI076210/AI/NIAID NIH HHS/ -- P01 AI090935/AI/NIAID NIH HHS/ -- P01AI090935/AI/NIAID NIH HHS/ -- R00 AI106942/AI/NIAID NIH HHS/ -- R00AI106942-02/AI/NIAID NIH HHS/ -- R01 AI035237/AI/NIAID NIH HHS/ -- R37 AI095983/AI/NIAID NIH HHS/ -- R37AI095983/AI/NIAID NIH HHS/ -- U19 AI083025/AI/NIAID NIH HHS/ -- U19AI083025/AI/NIAID NIH HHS/ -- UL1 TR000043/TR/NCATS NIH HHS/ -- Howard Hughes Medical Institute/ -- England -- Nature. 2015 Jan 1;517(7532):89-93. doi: 10.1038/nature13801. Epub 2014 Oct 12.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China. ; 1] St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, New York 10065, USA [2] Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA. ; Institut Pasteur, Cytokine Signaling Unit, CNRS URA 1961, 75724 Paris, France. ; 1] Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [2] Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [3] Microbiology Training Area, Graduate School of Biomedical Sciences of Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA. ; 1] Division of Immunology, Children's Hospital Boston, Boston, Massachusetts 02115, USA [2] Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, 16132 Genoa, Italy. ; Immunology Division and Pediatric Neurology Department, Hacettepe University Children's Hospital, 06100 Ankara, Turkey. ; Division of Infectious Diseases and Clinical Immunology, Pediatric Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti University of Medical Sciences, 4739 Teheran, Iran. ; Manchester Academic Health Science Centre, University of Manchester, Genetic Medicine, Manchester, M13 9NT, UK. ; Department of Pediatrics, Third Xiangya Hospital, Central South University, Changsha 410013, China. ; St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, New York 10065, USA. ; BGI-Shenzhen, Shenzhen 518083, China. ; Sangzhi County People's Hospital, Sangzhi 427100, China. ; Genetics Laboratory, Hubei Maternal and Child Health Hospital, Wuhan, Hubei 430070, China. ; 1] Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China [2] Center for Cardiovascular Genetics, Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44195, USA. ; Institut Pasteur, Bacteria-Cell Interactions Unit, 75724 Paris, France. ; CNRS UMR5235, Montpellier II University, Place Eugene Bataillon, 34095 Montpellier, France. ; Department of Biochemistry, McGill University, Montreal, QC H3A 0G4, Canada. ; Paris Descartes University, 75006 Paris, France. ; 1] Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, 75015 Paris, France [2] Paris Descartes University, Imagine Institute, 75015 Paris, France. ; 1] Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, 75015 Paris, France [2] Paris Descartes University, Imagine Institute, 75015 Paris, France [3] Center for the Study of Primary Immunodeficiencies, Necker Hospital for Sick Children, 75015 Paris, France. ; 1] Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [2] Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [3] Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA. ; 1] St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, New York 10065, USA [2] Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, 75015 Paris, France [3] Paris Descartes University, Imagine Institute, 75015 Paris, France. ; Division of Immunology, Children's Hospital Boston, Boston, Massachusetts 02115, USA. ; 1] Manchester Academic Health Science Centre, University of Manchester, Genetic Medicine, Manchester, M13 9NT, UK [2] Paris Descartes University, Imagine Institute, 75015 Paris, France [3] INSERM UMR 1163, Laboratory of Neurogenetics and Neuroinflammation, Imagine Institute, 75006 Paris, France. ; 1] Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, 75015 Paris, France [2] Paris Descartes University, Imagine Institute, 75015 Paris, France [3] Howard Hughes Medical Institute, New York, New York 10065, USA [4] Pediatric Hematology-Immunology Unit, Necker Hospital for Sick Children, 75015 Paris, France [5]. ; 1] Institut Pasteur, Cytokine Signaling Unit, CNRS URA 1961, 75724 Paris, France [2].〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/25307056" target="_blank"〉PubMed〈/a〉
    Keywords: Adolescent ; Alleles ; Child ; Cytokines/deficiency/genetics/*metabolism ; Endopeptidases/chemistry/metabolism ; Female ; Gene Expression Regulation ; Humans ; Inflammation/genetics/immunology/*prevention & control ; Interferon Type I/*immunology/metabolism ; Intracellular Space/*metabolism ; Male ; Pedigree ; S-Phase Kinase-Associated Proteins/metabolism ; Signal Transduction ; Ubiquitination ; Ubiquitins/deficiency/genetics/*metabolism ; Viruses/immunology
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 4
    Publication Date: 2016-05-21
    Description: Article ISG15 is a ubiquitin-like protein which has important immune-related functions in mice and humans. Here the authors demonstrate that, unlike in mice, human ISG15 stabilizes UPS18 and that ISG15-deficient human cells are more resistant to viral infection. Nature Communications doi: 10.1038/ncomms11496 Authors: Scott D. Speer, Zhi Li, Sofija Buta, Béatrice Payelle-Brogard, Li Qian, Frederic Vigant, Erminia Rubino, Thomas J. Gardner, Tim Wedeking, Mark Hermann, James Duehr, Ozden Sanal, Ilhan Tezcan, Nahal Mansouri, Payam Tabarsi, Davood Mansouri, Véronique Francois-Newton, Coralie F. Daussy, Marisela R. Rodriguez, Deborah J. Lenschow, Alexander N. Freiberg, Domenico Tortorella, Jacob Piehler, Benhur Lee, Adolfo García-Sastre, Sandra Pellegrini, Dusan Bogunovic
    Electronic ISSN: 2041-1723
    Topics: Biology , Chemistry and Pharmacology , Natural Sciences in General , Physics
    Published by Springer Nature
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  • 5
    Publication Date: 2012-08-04
    Description: ISG15 is an interferon (IFN)-alpha/beta-inducible, ubiquitin-like intracellular protein. Its conjugation to various proteins (ISGylation) contributes to antiviral immunity in mice. Here, we describe human patients with inherited ISG15 deficiency and mycobacterial, but not viral, diseases. The lack of intracellular ISG15 production and protein ISGylation was not associated with cellular susceptibility to any viruses that we tested, consistent with the lack of viral diseases in these patients. By contrast, the lack of mycobacterium-induced ISG15 secretion by leukocytes-granulocyte, in particular-reduced the production of IFN-gamma by lymphocytes, including natural killer cells, probably accounting for the enhanced susceptibility to mycobacterial disease. This experiment of nature shows that human ISGylation is largely redundant for antiviral immunity, but that ISG15 plays an essential role as an IFN-gamma-inducing secreted molecule for optimal antimycobacterial immunity.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3507439/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3507439/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Bogunovic, Dusan -- Byun, Minji -- Durfee, Larissa A -- Abhyankar, Avinash -- Sanal, Ozden -- Mansouri, Davood -- Salem, Sandra -- Radovanovic, Irena -- Grant, Audrey V -- Adimi, Parisa -- Mansouri, Nahal -- Okada, Satoshi -- Bryant, Vanessa L -- Kong, Xiao-Fei -- Kreins, Alexandra -- Velez, Marcela Moncada -- Boisson, Bertrand -- Khalilzadeh, Soheila -- Ozcelik, Ugur -- Darazam, Ilad Alavi -- Schoggins, John W -- Rice, Charles M -- Al-Muhsen, Saleh -- Behr, Marcel -- Vogt, Guillaume -- Puel, Anne -- Bustamante, Jacinta -- Gros, Philippe -- Huibregtse, Jon M -- Abel, Laurent -- Boisson-Dupuis, Stephanie -- Casanova, Jean-Laurent -- 1R37AI095983-01/AI/NIAID NIH HHS/ -- 5R01AI035237-15/AI/NIAID NIH HHS/ -- 8UL1TR000043/TR/NCATS NIH HHS/ -- AI096090/AI/NIAID NIH HHS/ -- CA072943/CA/NCI NIH HHS/ -- R01 AI035237/AI/NIAID NIH HHS/ -- R01 AI091707/AI/NIAID NIH HHS/ -- R01 AI096090/AI/NIAID NIH HHS/ -- R01 CA072943/CA/NCI NIH HHS/ -- R37 AI095983/AI/NIAID NIH HHS/ -- UL1 TR000043/TR/NCATS NIH HHS/ -- New York, N.Y. -- Science. 2012 Sep 28;337(6102):1684-8. Epub 2012 Aug 2.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/22859821" target="_blank"〉PubMed〈/a〉
    Keywords: Animals ; Antibodies, Viral/blood ; Cytokines/genetics/*immunology ; Female ; Granulocytes/immunology ; Humans ; Immunity ; Interferon-gamma/*immunology ; Interleukin-12/immunology ; Killer Cells, Natural/immunology ; Male ; Mice ; Mycobacterium Infections/blood/genetics/*immunology ; Pedigree ; T-Lymphocytes/immunology ; Ubiquitins/genetics/*immunology ; Virus Diseases/blood/*immunology
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 6
    Publication Date: 2012-09-06
    Print ISSN: 0007-4861
    Electronic ISSN: 1432-0800
    Topics: Energy, Environment Protection, Nuclear Power Engineering , Medicine
    Published by Springer
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  • 7
  • 8
    Publication Date: 2014-10-12
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
    Published by Springer Nature
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  • 9
    Publication Date: 2015-02-11
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
    Published by Springer Nature
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  • 10
    Publication Date: 2016-05-19
    Electronic ISSN: 2041-1723
    Topics: Biology , Chemistry and Pharmacology , Natural Sciences in General , Physics
    Published by Springer Nature
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