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"DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists."--Publisher.

Earth sciences --- Algorithms --- Study and teaching. --- Algorism --- Algebra --- Arithmetic --- Foundations --- earth sciences. --- climatology. --- data science. --- remote sensing. --- machine learning. --- apprendiment awtomatiku --- învățarea automată --- maskininlärning --- apprentissage automatique --- aprendizaje automático --- apprendimento automatico --- maschinelles Lernen --- machinaal leren --- strojové učenie --- mašinų mokymasis --- maskinlæring --- gépi tanulás --- masinõpe --- aprendizagem automática --- μηχανική μάθηση --- strojno učenje --- strojové učení --- mašīnmācīšanās --- uczenie się maszyn --- машинно самообучение --- meaisínfhoghlaim --- koneoppiminen --- underårig utan medföljande vuxen --- ensamkommande minderårig --- aprendizagem máquina --- maskinindlæring --- Fernerkundung --- даљинско очитавање --- teledetección --- teledetektion --- teledetekcja --- теледетекция --- fjärranalys --- diaľkový prieskum --- dálkový průzkum --- teledetectie --- teledeteção --- attālā uzrāde --- telediktim --- cianbhraiteacht --- távérzékelés --- nuotolinis aptikimas --- daljinsko zaznavanje --- kaugseire --- télédétection --- telerilevamento --- telerilevament --- τηλεανίχνευση --- далечинско лоцирање --- teledetecție --- daljinsko očitavanje --- kaukokartoitus --- τηλεπισκόπηση --- geolocalizzazione --- daljinsko čitanje --- sledování na dálku --- remote sensing --- teledetecção --- földrajzi helymeghatározás --- kontrole no attāluma --- fjernovervågning --- geolocalisation --- očitavanje na daljinu --- geolocalisatie --- družicový průzkum --- nuotolinis skaitymas --- γεωγραφικός εντοπισμός --- satellitlokalisering --- ģeolokalizācija --- geologinis vietos nustatymas --- geolocalização --- družicový snímek --- Geolokalisierung --- gjeolokalizim --- geopaikannus --- geodetecție --- géolocalisation --- наука за данните --- andmeteadus --- datavidenskab --- duomenų mokslas --- znanost o podacima --- ciência dos dados --- datatiede --- datawetenschap --- xjenza tad-data: --- science des données --- dátová veda --- podatkovne vede --- datová věda --- ciencia de datos --- Datenwissenschaft --- datu zinātne --- data science --- scienza dei dati --- nauka o danych --- επιστήμη δεδομένων --- știința datelor --- adattudomány --- gegevenswetenschap --- datavetenskap --- κλιματολογία --- климатология --- климатологија --- Klimatologie --- climatologie --- klimatologia --- climatologia --- klimatologi --- clíomeolaíocht --- klimatoloģija --- klimatologija --- éghajlattan --- klimatologie --- klimatoloogia --- climatología --- klimatológia --- klimatologji --- klimatoloġija --- věda o podnebí --- læren om klimaforhold --- наука за климата --- vědy o Zemi --- geovidenskaber --- domhaneolaíocht --- žemės mokslai --- геологични науки --- vede o Zemlji --- ciencias de la tierra --- науке о Земљи --- aardkunde --- sciences de la terre --- maankuorta tutkivat tieteet --- науки за Земјата --- bejjiegħ bl-imnut żgħir --- Geowissenschaften --- γεωλογικές επιστήμες --- földtudományok --- Zemes zinātnes --- ciências da Terra --- geovetenskap --- shkenca të tokës --- geoznanosti --- nauki o ziemi --- maateadused --- vedy o Zemi --- științele pământului --- geoscienze --- žemės mokslas --- ġeoxjenzi --- geoteadused --- nauky o Zemi --- атмосферски науки --- geovědy --- Machine learning. --- Sciences de la Terre. --- Apprentissage automatique. --- Data processing. --- xjenza tad-dinja

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Unlike the United Nations’ monumental Convention on the Law of the Sea, which imagines one comprehensive constitutional framework for governing the ocean, Laws of the Sea approaches oceanic law in plural and dynamic ways. Critically engaging contemporary concerns about the fate of the ocean, the collection’s twelve chapters range from hydrothermal vents through the continental shelf and marine genetic resources to coastal communities in France, Sweden, Florida, and Indonesia. Documenting the longstanding binary of land and sea, the chapters pose a fundamental challenge to European law’s “terracentrism” and its pervasive influence on juridical modes of knowing and making the world. Together, the chapters ask: is contemporary Eurocentric law—and international law in particular—capable of moving away from its capitalist and colonial legacies, established through myriad oceanic abstractions and classifications, toward more amphibious legalities?

law of the sea. --- EU law. --- earth sciences. --- international relations. --- environmental protection. --- ochrona środowiska --- προστασία του περιβάλλοντος --- keskkonnakaitse --- varstvo okolja --- protección del medio ambiente --- опазване на околната среда --- ympäristönsuojelu --- miljöskydd --- protecția mediului înconjurător --- vides aizsardzība --- mbrojtje e mjedisit --- cosaint an chomhshaoil --- Umweltschutz --- környezetvédelem --- protection de l'environnement --- milieubescherming --- aplinkos apsauga --- miljøbeskyttelse --- заштита на животната средина --- zaštita okoliša --- ochrana životného prostredia --- protezione dell'ambiente --- заштита животне средине --- proteção do ambiente --- protezzjoni ambjentali --- ochrana životního prostředí --- keskkonna säilitamine --- sauvegarde de l'environnement --- Naturschutz --- ochrana prírody --- protezione del patrimonio ambientale --- protecção do ambiente --- dabas aizsardzība --- konservim i natyrës --- proteção da natureza --- miljøbevarelse --- protection of nature --- protection de la nature --- očuvanje okoliša --- protección de la naturaleza --- tutela dell'ambiente --- a természeti környezet megőrzése --- naturskydd --- gamtosauga --- еколог --- заштита на природата --- conservation de la nature --- ruajtje e mjedisit --- natuurbehoud --- salvaguarda do ambiente --- gamtos apsauga --- miljövård --- διατήρηση του φυσικού περιβάλλοντος --- διαφύλαξη του περιβάλλοντος --- looduskaitse --- nature protection --- conservación del medio ambiente --- медиуми на животната средина --- a természet megőrzése --- προστασία της φύσης --- zachování životního prostředí --- luonnonsuojelu --- conservación de la naturaleza --- aplinkosauga --- természetmegőrzés --- conservation of nature --- protecția naturii --- екологист --- conservarea naturii --- vides saglabāšana --- természetvédelem --- bevarande av natur --- naturbeskyttelse --- Erhaltung der Natur --- preservation of the environment --- salvaguardia dell'ambiente --- ochrana/zachovanie prírody --- mbrojtje e natyrës --- conservação da natureza --- protezione della natura --- ochrana/zachovanie životného prostredia --- difesa dell'ambiente --- beskyttelse af naturen --- tutela ambientale ed ecologica --- zaštita prirode --- заштита околине --- naturvård --- dabas saglabāšana --- natuurbescherming --- Erhaltung der Umwelt --- difesa della natura --- prírodná ochrana --- udržení životního prostředí --- protezione ambientale --- zachování přírody --- ochrana přírody --- tutela del patrimonio naturale --- behoud van het milieu --- mednarodni odnosi --- rahvusvahelised suhted --- tarptautiniai santykiai --- internationella förbindelser --- mezinárodní vztahy --- nemzetközi kapcsolatok --- меѓународни односи --- marrëdhënie ndërkombëtare --- kansainväliset suhteet --- caidreamh idirnáisiúnta --- relazioni internazionali --- међународни односи --- relazzjonijiet internazzjonali --- международни отношения --- relación internacional --- relation internationale --- starptautiskās attiecības --- internationale relationer --- internationale betrekking --- internationale Beziehungen --- διεθνείς σχέσεις --- stosunki międzynarodowe --- medzinárodné vzťahy --- relações internacionais --- relații internaționale --- međunarodni odnosi --- internacionální styky --- államközi kapcsolatok --- internationale forbindelser --- starptautiski sakari --- mezinárodní styky --- zwischenstaatliche Beziehungen --- internationale anliggender --- vědy o Zemi --- geovidenskaber --- domhaneolaíocht --- žemės mokslai --- геологични науки --- vede o Zemlji --- ciencias de la tierra --- науке о Земљи --- aardkunde --- sciences de la terre --- maankuorta tutkivat tieteet --- науки за Земјата --- bejjiegħ bl-imnut żgħir --- Geowissenschaften --- γεωλογικές επιστήμες --- földtudományok --- Zemes zinātnes --- ciências da Terra --- geovetenskap --- shkenca të tokës --- geoznanosti --- nauki o ziemi --- maateadused --- vedy o Zemi --- științele pământului --- geoscienze --- žemės mokslas --- ġeoxjenzi --- geoteadused --- nauky o Zemi --- атмосферски науки --- geovědy --- pravo EU-a --- ES tiesības --- право ЕУ --- pravo EU --- prawo unijne --- EU-ret --- δίκαιο της ΕΕ --- právo EU --- dlí an Aontais Eorpaigh --- diritto dell'UE --- e drejta e BE-së --- uniós jog --- Derecho de la UE --- unionin oikeus --- droit de l'UE --- EU-Recht --- EU-recht --- ES teisė --- právo EÚ --- legislația UE --- direito da UE --- право на ЕУ --- EU-rätt --- ELi õigus --- liġi tal-UE --- право на ЕС --- pravo Europske unije --- právo Spoločenstva --- normativa comunitaria --- drept comunitar --- diritto europeo --- e drejtë e Bashkimit Europian --- droit de l'Union européenne --- право на Европската заедница --- κοινοτικό δίκαιο --- droit européen --- evropské právo --- réglementation communautaire --- EG-förordningar --- pravo Evropske unije --- direito da União Europeia --- Europos Sąjungos teisė --- uniós jogszabályok --- Euroopa Liidu õigus --- Kopienas noteikumi --- europeisk rätt --- communautaire wetgeving --- Community law --- drept european --- Eurooppa-oikeus --- δίκαιο της Ευρωπαϊκής Ένωσης --- nariadenia Spoločenstva --- legislația Uniunii Europene --- právo Evropské unie --- reglementări comunitare --- Euroopa Ühenduse õigus --- regulamentação comunitária --- prawo Unii Europejskiej --- közösségi jogszabályok --- Community regulations --- fællesskabsbestemmelser --- ευρωπαϊκό Δίκαιο --- právo ES --- European Union law --- Derecho comunitario --- európai uniós jogszabályok --- liġi tal-Unjoni Ewropea --- communautair recht --- yhteisön asetukset --- közösségi rendeletek --- gemenskapsrätt --- az Európai Unió joga --- Derecho europeo --- регулативи на Заедницата --- europsko pravo --- droit communautaire --- direito comunitário --- európai jog --- diritto comunitario --- legislazione comunitaria --- право на ЕЗ --- recht van de Europese Unie --- fællesskabsregler --- Europäisches Recht --- Recht der Europäischen Union --- Bendrijos teisė --- közösségi jog --- EU-jog --- Eiropas Savienības tiesības --- právo Unie --- Derecho de la Unión Europea --- Euroopan unionin oikeus --- право Заједнице --- Gesetzgebung der Gemeinschaft --- EF-ret --- pravo Zajednice --- prawo wspólnotowe --- yhteisön oikeus --- fællesskabsret --- norme comunitarie --- право на Европските заедници --- EG-rätt --- Europees recht --- communautaire voorschriften --- direito europeu --- европско право --- právo Európskej únie --- Право на Общността --- disposizioni comunitarie --- κοινοτική νομοθεσία --- reglamentación comunitaria --- Gemeinschaftsrecht --- право на Европейския съюз --- komunitární právo --- az EU joga --- Kopienas tiesības --- Bendrijos reglamentai --- regolamentazione comunitaria --- európske právo --- communautaire rechtsorde --- legislativa EU --- European law --- право на Европската Унија --- pravo Skupnosti --- Euroopa õigus --- EU:n oikeus --- ühenduse õigus --- diritto dell'Unione europea --- право Уније --- EG-recht --- pravni propisi Europske unije --- Europos teisė --- havsrätt --- morské právo --- dlí na farraige --- jūras tiesības --- Derecho del mar --- право на морето --- pravo mora --- merilainsäädäntö --- direito do mar --- diritto del mare --- tengerjog --- mednarodno pomorsko pravo --- mořské právo --- prawo morza --- droit de la mer --- dreptul mării --- zeerecht --- право мора --- jūrų teisė --- e drejtë detare --- Seerecht --- dritt tal-baħar --- havret --- mereõigus --- δίκαιο της θάλασσας --- international maritime law --- internationaal maritiem recht --- međunarodno pravo mora --- drept internațional maritim --- ANO Jūras tiesību konvencija --- Unclos --- medzinárodné námorné právo --- διεθνές δίκαιο της θάλασσας --- droit international maritime --- internationell havsrätt --- kansainvälinen merioikeus --- internationales Seerecht --- Seegerichtsbarkeit --- mezinárodní mořské právo --- diritto marittimo internazionale --- rahvusvaheline mereõigus --- dlí na mara --- dlí muirí --- nemzetközi tengerjog --- direito internacional marítimo --- Derecho internacional marítimo --- Seegericht --- international søret --- територијално море --- e drejtë ndërkombëtare detare --- tarptautinė jūrų teisė --- меѓународно право на морето --- xjenza tad-dinja