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Adoption of Machine Learning Techniques in Ecology and Earth Science [PDF]
One Ecosystem, 2016 The natural sciences, such as ecology and earth science, study complex interactions between biotic and abiotic systems in order to infer understanding and make predictions.
Anne Thessen
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A citation study of earth science projects in citizen science. [PDF]
PLoS ONE, 2020 A citation study of a sample of earth science projects in citizen science from the FedCats Catalog was undertaken to assess whether citizen science projects are as productive and as impactful as conventional research that does not employ volunteer ...
Sten F Odenwald
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Strategizing Earth Science Data Development [PDF]
Scientific DataDeveloping Earth science data products that meet the needs of diverse users is a challenging task for both data producers and service providers, as user requirements can vary significantly and evolve over time.
Zhong Liu, Tian Yao
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The future challenge of Earth science education research
Disciplinary and Interdisciplinary Science Education Research, 2019 This article addresses the question of what the future directions and emphases of the research in the earth science education field ought to be. During the past 30 years, Earth science education research has established a solid theoretical foundation, as
Nir Orion
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Will Artificial Intelligence supersede Earth System and Climate Models? [PDF]
Nature Machine Intelligence, 2021 We outline a perspective of an entirely new research branch in Earth and climate sciences, where deep neural networks and Earth system models are dismantled as individual methodological approaches and reassembled as learning, self-validating, and interpretable Earth system model-network hybrids.
C. Irrgang +6 more
arxiv +2 more sources
Governance of Indigenous data in open earth systems science [PDF]
Nature CommunicationsIn the age of big data and open science, what processes are needed to follow open science protocols while upholding Indigenous Peoples’ rights? The Earth Data Relations Working Group (EDRWG), convened to address this question and envision a research ...
Lydia Jennings +16 more
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Toward a Collective Agenda on AI for Earth Science Data Analysis [PDF]
IEEE Geoscience and Remote Sensing Magazine, 2021 In past years, we have witnessed the fields of geosciences and remote sensing and artificial intelligence (AI) become closer. Thanks to the massive availability of observational data, improved simulations, and algorithmic advances, these disciplines have
D. Tuia +5 more
semanticscholar +1 more source
Data Science Journal, 2023 Since the Internet era began, numerous earth science data services have been developed to facilitate data discovery (e.g., data sources, documents, facts, visualization, opinions) and data access for research and application activities.
Zhong Liu +6 more
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Earth Science Education as a Key Component of Education for Sustainability
Sustainability, 2021 Environmental insight has emerged as a new scientific concept which incorporates the understanding that the Earth is made up of interworking subsystems and the acceptance that humans must act in harmony with the Earth’s dynamic balanced cycle. This Earth
C. Vasconcelos, N. Orion
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Kuangchan zonghe liyong, 2023 This is an essay in the field of earth science. The southwest section of the Xuefeng arc structure is the most important gold ore mineralization zone in Hunan.
Xiaoyan Jin +4 more
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