المؤلفون: Shen, Chaopeng, Appling, Alison P., Gentine, Pierre, Bandai, Toshiyuki, Gupta, Hoshin, Tartakovsky, Alexandre, Baity-Jesi, Marco, Fenicia, Fabrizio, Kifer, Daniel, Li, Li, Liu, Xiaofeng, Ren, Wei, Zheng, Yi, Harman, Ciaran J., Clark, Martyn, Farthing, Matthew, Feng, Dapeng, Kumar, Praveen, Aboelyazeed, Doaa, Rahmani, Farshid, Beck, Hylke E., Bindas, Tadd, Dwivedi, Dipankar, Fang, Kuai, Höge, Marvin, Rackauckas, Chris, Roy, Tirthankar, Xu, Chonggang, Mohanty, Binayak, Lawson, Kathryn

المصدر: Nat Rev Earth Environ 4, 552-567 (2023)

مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Physics - Atmospheric and Oceanic Physics, Physics - Geophysics

URL الوصول: http://arxiv.org/abs/2301.04027

المؤلفون: Shen, Chaopeng, Appling, Alison P, Gentine, Pierre, Bandai, Toshiyuki, Gupta, Hoshin, Tartakovsky, Alexandre, Baity-Jesi, Marco, Fenicia, Fabrizio, Kifer, Daniel, Li, Li, Liu, Xiaofeng, Ren, Wei, Zheng, Yi, Harman, Ciaran J, Clark, Martyn, Farthing, Matthew, Feng, Dapeng, Kumar, Praveen, Aboelyazeed, Doaa, Rahmani, Farshid, Song, Yalan, Beck, Hylke E, Bindas, Tadd, Dwivedi, Dipankar, Fang, Kuai, Höge, Marvin, Rackauckas, Chris, Mohanty, Binayak, Roy, Tirthankar, Xu, Chonggang, Lawson, Kathryn

المصدر: Nature Reviews Earth & Environment. 4(8)

مصطلحات موضوعية: Information and Computing Sciences, Machine Learning, Networking and Information Technology R&D (NITRD), Machine Learning and Artificial Intelligence, Generic health relevance

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/1x51z7cc
https://escholarship.org/content/qt1x51z7cc/qt1x51z7cc.pdf

المؤلفون: Jia, Xiaowei, Chen, Shengyu, Xie, Yiqun, Yang, Haoyu, Appling, Alison, Oliver, Samantha, Jiang, Zhe

مصطلحات موضوعية: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

URL الوصول: http://arxiv.org/abs/2202.05714

المؤلفون: Chen, Shengyu, Appling, Alison, Oliver, Samantha, Corson-Dosch, Hayley, Read, Jordan, Sadler, Jeffrey, Zwart, Jacob, Jia, Xiaowei

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2110.04959

المؤلفون: Varadharajan, Charuleka, Appling, Alison P, Arora, Bhavna, Christianson, Danielle S, Hendrix, Valerie C, Kumar, Vipin, Lima, Aranildo R, Müller, Juliane, Oliver, Samantha, Ombadi, Mohammed, Perciano, Talita, Sadler, Jeffrey M, Weierbach, Helen, Willard, Jared D, Xu, Zexuan, Zwart, Jacob

المصدر: Hydrological Processes. 36(4)

مصطلحات موضوعية: Hydrology, Physical Geography and Environmental Geoscience, Earth Sciences, Engineering, Civil Engineering, Data Science, Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD), 1.4 Methodologies and measurements, Clean Water and Sanitation, Life on Land, analysis, machine learning, models, predictions, rivers, streams, water quality, Environmental Engineering, Physical geography and environmental geoscience, Civil engineering

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/9m7568rs
https://escholarship.org/content/qt9m7568rs/qt9m7568rs.pdf

المؤلفون: Willard, Jared D., Read, Jordan S., Appling, Alison P., Oliver, Samantha K., Jia, Xiaowei, Kumar, Vipin

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2011.05369

المؤلفون: Jia, Xiaowei, Lin, Beiyu, Zwart, Jacob, Sadler, Jeffrey, Appling, Alison, Oliver, Samantha, Read, Jordan

مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

URL الوصول: http://arxiv.org/abs/2010.14000

المؤلفون: Jia, Xiaowei, Zwart, Jacob, Sadler, Jeffrey, Appling, Alison, Oliver, Samantha, Markstrom, Steven, Willard, Jared, Xu, Shaoming, Steinbach, Michael, Read, Jordan, Kumar, Vipin

مصطلحات موضوعية: Physics - Geophysics, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2009.12575

المؤلفون: Smith, Jared D., Koenig, Lauren E., Sleckman, Margaux J., Appling, Alison P., Sadler, Jeffrey M., DePaul, Vincent T., Szabo, Zoltan

المساهمون: U.S. Geological Survey

المصدر: Environmental Science & Technology ; volume 58, issue 42, page 18822-18833 ; ISSN 0013-936X 1520-5851

الاتاحة: http://dx.doi.org/10.1021/acs.est.4c05004
https://pubs.acs.org/doi/pdf/10.1021/acs.est.4c05004

المؤلفون: Gorski, Galen, Cook, Salme, Snyder, Amelia, Appling, Alison P., Thompson, Theodore, Smith, Jared D., Warner, John C., Topp, Simon N.

المصدر: Limnology and Oceanography ; volume 69, issue 5, page 1070-1085 ; ISSN 0024-3590 1939-5590

الاتاحة: http://dx.doi.org/10.1002/lno.12549
https://aslopubs.onlinelibrary.wiley.com/doi/pdf/10.1002/lno.12549

المؤلفون: Daw, Arka, Thomas, R. Quinn, Carey, Cayelan C., Read, Jordan S., Appling, Alison P., Karpatne, Anuj

مصطلحات موضوعية: Computer Science - Machine Learning, Physics - Computational Physics, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/1911.02682

المؤلفون: Bernhardt, Emily S., Savoy, Phil, Vlah, Michael J., Appling, Alison P., Koenig, Lauren E., Hall, Robert O., Arroita, Maite, Blaszczak, Joanna R., Carter, Alice M., Cohen, Matt, Harvey, Judson W., Heffernan, James B., Helton, Ashley M., Hosen, Jacob D., Kirk, Lily, McDowell, William H., Stanley, Emily H., Yackulic, Charles B., Grimm, Nancy B.

المصدر: Proceedings of the National Academy of Sciences of the United States of America, 2022 Feb . 119(8), 1-5.

URL الوصول: https://www.jstor.org/stable/27118662

المؤلفون: Zwart, Jacob A., Diaz, Jeremy, Hamshaw, Scott, Oliver, Samantha, Ross, Jesse C., Sleckman, Margaux, Appling, Alison P., Corson-Dosch, Hayley, Jia, Xiaowei, Read, Jordan, Sadler, Jeffrey, Thompson, Theodore, Watkins, David, White, Elaheh

المصدر: Frontiers in Water ; volume 5 ; ISSN 2624-9375

الاتاحة: http://dx.doi.org/10.3389/frwa.2023.1184992
https://www.frontiersin.org/articles/10.3389/frwa.2023.1184992/full

المؤلفون: Savoy, Philip, Appling, Alison P., Heffernan, James B., Stets, Edward G., Read, Jordan S., Harvey, Judson W., Bernhardt, Emily S.

المصدر: Limnology and Oceanography, 2019 Sep 01. 64(5), 1835-1851.

URL الوصول: https://www.jstor.org/stable/26787643

المؤلفون: Ladwig, Robert, Appling, Alison P., Delany, Austin, Dugan, Hilary A., Gao, Qiantong, Lottig, Noah, Stachelek, Jemma, Hanson, Paul C.

المصدر: Limnology and Oceanography ; volume 67, issue 7, page 1502-1521 ; ISSN 0024-3590 1939-5590

الاتاحة: http://dx.doi.org/10.1002/lno.12098
https://onlinelibrary.wiley.com/doi/pdf/10.1002/lno.12098
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/lno.12098
https://aslopubs.onlinelibrary.wiley.com/doi/pdf/10.1002/lno.12098

المؤلفون: Zwart, Jacob A., Oliver, Samantha K., Watkins, William David, Sadler, Jeffrey M., Appling, Alison P., Corson‐Dosch, Hayley R., Jia, Xiaowei, Kumar, Vipin, Read, Jordan S.

المصدر: JAWRA Journal of the American Water Resources Association ; volume 59, issue 2, page 317-337 ; ISSN 1093-474X 1752-1688

الاتاحة: http://dx.doi.org/10.1111/1752-1688.13093
https://onlinelibrary.wiley.com/doi/pdf/10.1111/1752-1688.13093
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/1752-1688.13093

المؤلفون: Zhi, Wei, Appling, Alison P., Golden, Heather E., Podgorski, Joel, Li, Li

المصدر: Nature Water ; volume 2, issue 3, page 228-241 ; ISSN 2731-6084

الاتاحة: http://dx.doi.org/10.1038/s44221-024-00202-z
https://www.nature.com/articles/s44221-024-00202-z.pdf
https://www.nature.com/articles/s44221-024-00202-z

المؤلفون: Read, Jordan S., Jia, Xiaowei, Willard, Jared, Appling, Alison P., Zwart, Jacob A., Oliver, Samantha K., Karpatne, Anuj, Hansen, Gretchen J. A., Hanson, Paul C., Watkins, William, Steinbach, Michael, Kumar, Vipin

المساهمون: Computer Science

مصطلحات موضوعية: deep learning, lake modelling, temperature prediction, process-guided deep learning, theory-guided data science, data science

وصف الملف: application/pdf

Relation: http://hdl.handle.net/10919/98833; https://doi.org/10.1029/2019WR024922

الاتاحة: http://hdl.handle.net/10919/98833
https://doi.org/10.1029/2019WR024922

المؤلفون: Chen, Shengyu, Kalanat, Nasrin, Xie, Yiqun, Li, Sheng, Zwart, Jacob A., Sadler, Jeffrey M., Appling, Alison P., Oliver, Samantha K., Read, Jordan S., Jia, Xiaowei

المساهمون: USGS, National Science Foundation

المصدر: Knowledge and Information Systems ; volume 65, issue 8, page 3223-3250 ; ISSN 0219-1377 0219-3116

الاتاحة: http://dx.doi.org/10.1007/s10115-023-01864-z
https://link.springer.com/content/pdf/10.1007/s10115-023-01864-z.pdf
https://link.springer.com/article/10.1007/s10115-023-01864-z/fulltext.html

المؤلفون: Appling, Alison P., Heffernan, James B.

المصدر: The American Naturalist, 2014 Sep 01. 184(3), 384-406.

Relation: Corresponding author. Present address: Department of Natural Resources and the Environment, University of New Hampshire, Durham, New Hampshire 03824; e-mail: alison.appling@gmail.com .

URL الوصول: https://www.jstor.org/stable/10.1086/677282