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Taschenbuch. Zustand: Neu. Statistical Downscaling of Climatic parameters | Forecasting regional scale Rainfall and Temperature using Statistical Downscaling model under various climatic scenarios | P. V. Arun Kumar (u. a.) | Taschenbuch | 72 S. | Englisch | 2020 | LAP LAMBERT Academic Publishing | EAN 9786202552073 | Verantwort…liche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Explainable Ai for Earth Observation Data Analysis : Applications, Opportunities and Challenges
Pv, Arun (EDT); Chanussot, Jocelyn (EDT); Mohan, B. Krishna (EDT); Kumar, D Nagesh (EDT); Porwal, Alok (EDT)
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Pv, Arun (EDT); Chanussot, Jocelyn (EDT); Mohan, B. Krishna (EDT); Kumar, D Nagesh (EDT); Porwal, Alok (EDT)
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Explainable Ai for Earth Observation Data Analysis : Applications, Opportunities and Challenges
Pv, Arun (EDT); Chanussot, Jocelyn (EDT); Mohan, B. Krishna (EDT); Kumar, D Nagesh (EDT); Porwal, Alok (EDT)
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Explainable Ai for Earth Observation Data Analysis : Applications, Opportunities and Challenges
Pv, Arun (EDT); Chanussot, Jocelyn (EDT); Mohan, B. Krishna (EDT); Kumar, D Nagesh (EDT); Porwal, Alok (EDT)
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Climate change takes place due to severe growth of Greenhouse Gases and Carbon emissions into the atmosphere. Fluctuations in rainfall and temperature variables are occurring rapidly due to urbanization causing climate change. For the… mankind to know about the future events of rainfall and temperature, prediction should be done. Environment is affected adversely by climate change globally. Most of the glaciers are vanishing and animals are migrating because of the climate change effects on the environment. Scientists have already fixed their way of thinking that the global change will occur drastically due to the climate and ecological changes. The Intergovernmental Panel on Climate Change (IPCC), which includes more than 1,300 scientists from the United States and other countries, forecasts a temperature rise of 2.5 to 10 degrees Fahrenheit over the next century. Regarding the IPCC, the extension of climate change conditions on individual regions is varying over time and with the ability of different societal and environmental systems to mitigate or adapt to change. 72 pp. Englisch.
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Verlag: Sciencia Scripts Mai 2020, 2020
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Izmenenie klimata proishodit iz-za rezkogo rosta wybrosow parnikowyh gazow i ugleroda w atmosferu. Kolebaniq peremennyh kolichestwa osadkow i temperatury proishodqt bystrymi tempami wsledstwie urbanizacii, wyzywaüschej izmenenie klima…ta. Dlq togo chtoby chelowechestwo znalo o buduschih sobytiqh, swqzannyh s wypadeniem osadkow i temperaturoj, neobhodimo sdelat' prognoz. Izmenenie klimata negatiwno skazywaetsq na okruzhaüschej srede wo wsem mire. Bol'shaq chast' lednikow ischezaet, a zhiwotnye migriruüt iz-za wozdejstwiq izmeneniq klimata na okruzhaüschuü sredu. Uchenye uzhe zakrepili swoe mnenie o tom, chto global'noe izmenenie proizojdet radikal'no iz-za klimaticheskih i äkologicheskih izmenenij. Mezhprawitel'stwennaq gruppa äxpertow po izmeneniü klimata (MGJeIK), w sostaw kotoroj whodqt bolee 1300 uchenyh iz SShA i drugih stran, prognoziruet powyshenie temperatury na 2,5-10 gradusow po Farengejtu w techenie sleduüschego stoletiq. Chto kasaetsq MGJeIK, to rasprostranenie uslowij izmeneniq klimata na otdel'nye regiony so wremenem menqetsq i zawisit ot sposobnosti razlichnyh obschestwennyh i äkologicheskih sistem smqgchat' posledstwiq izmenenij ili adaptirowat'sq k nim. 84 pp. Russisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Klimaatverandering vindt plaats door een sterke groei van broeikasgassen en de uitstoot van koolstof in de atmosfeer. Schommelingen in de regenval en temperatuursverschillen doen zich snel voor als gevolg van de verstedelijking, waard…oor het klimaat verandert. Om de mensheid te laten weten wat er in de toekomst met de regenval en de temperatuur zal gebeuren, moet er een voorspelling worden gedaan. Het milieu wordt wereldwijd negatief beïnvloed door de klimaatverandering. De meeste gletsjers zijn aan het verdwijnen en dieren migreren vanwege de gevolgen van de klimaatverandering voor het milieu. Wetenschappers hebben hun manier van denken al vastgelegd dat de wereldwijde verandering drastisch zal worden veroorzaakt door het klimaat en de ecologische veranderingen. Het Intergovernmental Panel on Climate Change (IPCC), waarin meer dan 1.300 wetenschappers uit de Verenigde Staten en andere landen zitting hebben, voorspelt een temperatuurstijging van 2,5 tot 10 graden Fahrenheit in de komende eeuw. Wat het IPCC betreft, varieert de uitbreiding van de klimaatveranderingsomstandigheden in de afzonderlijke regio's in de loop van de tijd en met het vermogen van verschillende maatschappelijke en milieusystemen om veranderingen te verzachten of zich daaraan aan te passen. 80 pp. Niederländisch.
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Kumar P. V. ArunSunny Agarwal, has done Integrated M.Tech in Water Engineering and Management from the Central University of Jharkhand, India. He is pursuing Ph.D. and working as Assistant Professor at Ko…neru Lakshmaiah Education Fou.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Climate change takes place due to severe growth of Greenhouse Gases and Carbon emissions into the atmosphere. Fluctuations in rainfall and temperature variables are occurring rapidly due to urbanization causing climate change. For the man…kind to know about the future events of rainfall and temperature, prediction should be done. Environment is affected adversely by climate change globally. Most of the glaciers are vanishing and animals are migrating because of the climate change effects on the environment. Scientists have already fixed their way of thinking that the global change will occur drastically due to the climate and ecological changes. The Intergovernmental Panel on Climate Change (IPCC), which includes more than 1,300 scientists from the United States and other countries, forecasts a temperature rise of 2.5 to 10 degrees Fahrenheit over the next century. Regarding the IPCC, the extension of climate change conditions on individual regions is varying over time and with the ability of different societal and environmental systems to mitigate or adapt to change.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.
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Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Climate change takes place due to severe growth of Greenhouse Gases and Carbon emissions into the atmosphere. Fluctuations in rainfall and temperature variables are occurring rapidly due to urbanization causing climate change. For the mank…ind to know about the future events of rainfall and temperature, prediction should be done. Environment is affected adversely by climate change globally. Most of the glaciers are vanishing and animals are migrating because of the climate change effects on the environment. Scientists have already fixed their way of thinking that the global change will occur drastically due to the climate and ecological changes. The Intergovernmental Panel on Climate Change (IPCC), which includes more than 1,300 scientists from the United States and other countries, forecasts a temperature rise of 2.5 to 10 degrees Fahrenheit over the next century. Regarding the IPCC, the extension of climate change conditions on individual regions is varying over time and with the ability of different societal and environmental systems to mitigate or adapt to change.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Zmiany klimatyczne maj¿ miejsce w zwi¿zku z powänym wzrostem emisji gazów cieplarnianych i w¿gla do atmosfery. Wahania opadów i zmienne temperatury wyst¿puj¿ szybko w zwi¿zku z urbanizacj¿ powoduj¿c¿ zmiany klimatu. Aby ludzko¿¿ wiedz…iäa o przysz¿ych wydarzeniach zwi¿zanych z opadami i temperatur¿, nale¿y dokonä prognozy. Zmiany klimatyczne wywieraj¿ niekorzystny wp¿yw na ¿rodowisko w skali globalnej. Wi¿kszo¿¿ lodowców zanika, a zwierz¿ta migruj¿ z powodu wp¿ywu zmian klimatycznych na ¿rodowisko. Naukowcy ustalili ju¿ swój sposób my¿lenia, ¿e zmiany globalne nast¿pi¿ drastycznie ze wzgl¿du na zmiany klimatyczne i ekologiczne. Zmian Klimatu (IPCC), w sk¿ad którego wchodzi ponad 1300 naukowców ze Stanów Zjednoczonych i innych krajów, przewiduje wzrost temperatury o 2,5 do 10 stopni Fahrenheita w ci¿gu nast¿pnego stulecia. Je¿li chodzi o IPCC, rozszerzenie warunków zmiany klimatu na poszczególne regiony jest zmienne w czasie, a ró¿ne systemy spo¿eczne i ¿rodowiskowe s¿ w stanie ¿agodzi¿ zmiany lub dostosowywä si¿ do nich. 76 pp. Polnisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -A mudança climática ocorre devido ao grave crescimento dos gases de efeito estufa e das emissões de carbono na atmosfera. Flutuações nas variáveis de precipitação e temperatura estão ocorrendo rapidamente devido à urbanização que caus…a a mudança climática. Para que a humanidade saiba sobre os eventos futuros de chuvas e temperatura, a previsão deve ser feita. O meio ambiente é afetado adversamente pelas mudanças climáticas a nível global. A maioria das geleiras está desaparecendo e os animais estão migrando por causa dos efeitos da mudança climática sobre o meio ambiente. Os cientistas já fixaram sua maneira de pensar que a mudança global ocorrerá drasticamente devido às mudanças climáticas e ecológicas. O Painel Intergovernamental sobre Mudanças Climáticas (IPCC), que inclui mais de 1.300 cientistas dos Estados Unidos e outros países, prevê um aumento da temperatura de 2,5 a 10 graus Fahrenheit ao longo do próximo século. Em relação ao IPCC, a extensão das condições de mudança climática em regiões individuais varia com o tempo e com a capacidade dos diferentes sistemas sociais e ambientais de mitigar ou se adaptar às mudanças. 76 pp. Portugiesisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Il cambiamento climatico avviene a causa della forte crescita dei gas serra e delle emissioni di carbonio nell'atmosfera. Le fluttuazioni delle precipitazioni e delle variabili di temperatura si stanno verificando rapidamente a causa…dell'urbanizzazione che causa il cambiamento climatico. Affinché l'umanità conosca gli eventi futuri delle precipitazioni e della temperatura, è necessario fare delle previsioni. L'ambiente è influenzato negativamente dal cambiamento climatico a livello globale. La maggior parte dei ghiacciai stanno scomparendo e gli animali stanno migrando a causa degli effetti del cambiamento climatico sull'ambiente. Gli scienziati hanno già fissato il loro modo di pensare che il cambiamento globale si verificherà drasticamente a causa del clima e dei cambiamenti ecologici. Il Gruppo intergovernativo di esperti sul cambiamento climatico (IPCC), di cui fanno parte più di 1.300 scienziati degli Stati Uniti e di altri paesi, prevede un aumento della temperatura tra i 2,5 e i 10 gradi Fahrenheit nel prossimo secolo. Per quanto riguarda l'IPCC, l'estensione delle condizioni del cambiamento climatico sulle singole regioni varia nel tempo e con la capacità dei diversi sistemi sociali e ambientali di mitigare o adattarsi al cambiamento. 80 pp. Italienisch.
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Hardcover. Zustand: new. Hardcover. The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algo…rithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems.Features:Examines explainability of algorithms from the aspect of generalizability and reliabilityReviews state-of-the-art explainability strategies related to the preprocessing algorithmsProvides explanations for specific evaluation metrics of various EO data processing and preprocessing algorithmsDiscusses explainable ante-hoc and post-hoc approaches for EO data analysisServes as a foundational reference for developing future EO data processing strategiesAddresses the key challenges in making EO data processing algorithms interpretable and offers insights for the future of explainable EO data processingThis book is intended for graduate students, researchers and academics in computer and data science, machine learning, and image processing, as well as professionals in geospatial data science using GIS and remote sensing in Earth and environmental sciences. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Hardcover. Zustand: new. Hardcover. The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algo…rithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems.Features:Examines explainability of algorithms from the aspect of generalizability and reliabilityReviews state-of-the-art explainability strategies related to the preprocessing algorithmsProvides explanations for specific evaluation metrics of various EO data processing and preprocessing algorithmsDiscusses explainable ante-hoc and post-hoc approaches for EO data analysisServes as a foundational reference for developing future EO data processing strategiesAddresses the key challenges in making EO data processing algorithms interpretable and offers insights for the future of explainable EO data processingThis book is intended for graduate students, researchers and academics in computer and data science, machine learning, and image processing, as well as professionals in geospatial data science using GIS and remote sensing in Earth and environmental sciences. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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Hardcover. Zustand: new. Hardcover. The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algo…rithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems.Features:Examines explainability of algorithms from the aspect of generalizability and reliabilityReviews state-of-the-art explainability strategies related to the preprocessing algorithmsProvides explanations for specific evaluation metrics of various EO data processing and preprocessing algorithmsDiscusses explainable ante-hoc and post-hoc approaches for EO data analysisServes as a foundational reference for developing future EO data processing strategiesAddresses the key challenges in making EO data processing algorithms interpretable and offers insights for the future of explainable EO data processingThis book is intended for graduate students, researchers and academics in computer and data science, machine learning, and image processing, as well as professionals in geospatial data science using GIS and remote sensing in Earth and environmental sciences. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data analyses offering best practices for implementing algorithms that facilitate big and efficient data processing. It lays the foundation of Explainable EO and helps readers build trustworthy, secure, and robust EO systems. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
