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| High-resolution land value maps reveal underestimation of conservation costs in the United States [期刊论文]
Proceedings of the National Academy of Sciences of the United States of America, 2020-01-01, 117 (47
Nolte C.
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| Improving the taxonomy of fossil pollen using convolutional neural networks and superresolution microscopy [期刊论文]
Proceedings of the National Academy of Sciences of the United States of America, 2020-01-01, 117 (45
Romero I.C.; Kong S.; Fowlkes C.C.; Jaramillo C.; Urban M.A.; Oboh-Ikuenobe F.; D’Apolito C.; Punyasena S.W.
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| Automated detection of archaeological mounds using machine-learning classification of multisensor and multitemporal satellite data [期刊论文]
Proceedings of the National Academy of Sciences of the United States of America, 2020-01-01, 117 (31
Orengo H.A.; Conesa F.C.; Garcia-Molsosa A.; Lobo A.; Green A.S.; Madella M.; Petrie C.A.
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| Characterizing soundscapes across diverse ecosystems using a universal acoustic feature set [期刊论文]
Proceedings of the National Academy of Sciences of the United States of America, 2020-01-01, 117 (29
Sethi S.S.; Jones N.S.; Fulcher B.D.; Picinali L.; Clink D.J.; Klinck H.; Orme C.D.L.; Wrege P.H.; Ewers R.M.
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| Network effects govern the evolution of maritime trade [期刊论文]
Proceedings of the National Academy of Sciences of the United States of America, 2020-01-01, 117 (23
Kosowska-Stamirowska Z.
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| Snow depth estimation and historical data reconstruction over China based on a random forest machine learning approach [期刊论文]
Cryosphere, 2020-01-01, 14 (6
Yang J.; Jiang L.; Luojus K.; Pan J.; Lemmetyinen J.; Takala M.; Wu S.
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| Predicting the proximity to macroscopic failure using local strain populations from dynamic in situ X-ray tomography triaxial compression experiments on rocks [期刊论文]
Earth and Planetary Science Letters, 2020-01-01, 543
McBeck J.; Aiken J.M.; Ben-Zion Y.; Renard F.
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| Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance [期刊论文]
Earth Science Reviews, 2020-01-01, 207
Merghadi A.; Yunus A.P.; Dou J.; Whiteley J.; ThaiPham B.; Bui D.T.; Avtar R.; Abderrahmane B.
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| Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling [期刊论文]
Earth Science Reviews, 2020-01-01, 201
Piotrowski A.P.; Napiorkowski J.J.; Piotrowska A.E.
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| Monitoring inland water quality using remote sensing: potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing [期刊论文]
Earth Science Reviews, 2020-01-01, 205
Sagan V.; Peterson K.T.; Maimaitijiang M.; Sidike P.; Sloan J.; Greeling B.A.; Maalouf S.; Adams C.
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