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Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences.
- Published in:
- Risk Analysis: An International Journal, 2024, v. 44, n. 6, p. 1498, doi. 10.1111/risa.14245
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- Publication type:
- Article
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography.
- Published in:
- AI Magazine, 2024, v. 45, n. 1, p. 105, doi. 10.1002/aaai.12160
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- Publication type:
- Article
Identifying and Categorizing Bias in AI/ML for Earth Sciences.
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- Bulletin of the American Meteorological Society, 2024, v. 105, n. 3, p. E567, doi. 10.1175/BAMS-D-23-0196.1
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- Publication type:
- Article
Application of the Technology Readiness Levels Framework to Natural Resource Management Tools.
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- Fisheries, 2023, v. 48, n. 11, p. 474, doi. 10.1002/fsh.10982
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- Publication type:
- Article
A Machine Learning Tutorial for Operational Meteorology. Part II: Neural Networks and Deep Learning.
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- Weather & Forecasting, 2023, v. 38, n. 8, p. 1271, doi. 10.1175/WAF-D-22-0187.1
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- Publication type:
- Article
Trustworthy Artificial Intelligence for Environmental Sciences.
- Published in:
- Bulletin of the American Meteorological Society, 2023, v. 104, n. 6, p. E1222, doi. 10.1175/BAMS-D-22-0225.1
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- Publication type:
- Article
Challenges and Opportunities in Numerical Weather Prediction.
- Published in:
- Bulletin of the American Meteorological Society, 2023, v. 104, n. 3, p. E698, doi. 10.1175/BAMS-D-22-0172.1
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- Publication type:
- Article
NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES).
- Published in:
- Bulletin of the American Meteorological Society, 2022, v. 103, n. 7, p. E1658, doi. 10.1175/BAMS-D-21-0020.1
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- Publication type:
- Article
Comparing and Interpreting Differently Designed Random Forests for Next-Day Severe Weather Hazard Prediction.
- Published in:
- Weather & Forecasting, 2022, v. 37, n. 6, p. 871, doi. 10.1175/WAF-D-21-0138.1
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- Publication type:
- Article
The History and Practice of AI in the Environmental Sciences.
- Published in:
- Bulletin of the American Meteorological Society, 2022, v. 103, n. 5, p. E1351, doi. 10.1175/BAMS-D-20-0234.1
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- Publication type:
- Article
Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science.
- Published in:
- Environmental Data Science, 2022, v. 1, p. 1, doi. 10.1017/eds.2022.5
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- Publication type:
- Article
Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences.
- Published in:
- Bulletin of the American Meteorological Society, 2021, v. 102, n. 5, p. E1016, doi. 10.1175/BAMS-D-20-0031.1
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- Publication type:
- Article
Using Machine Learning to Generate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System.
- Published in:
- Monthly Weather Review, 2021, v. 149, n. 5, p. 1535, doi. 10.1175/MWR-D-20-0194.1
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- Publication type:
- Article
Development of a Probabilistic Subfreezing Road Temperature Nowcast and Forecast Using Machine Learning.
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- Weather & Forecasting, 2020, v. 35, n. 5, p. 1845, doi. 10.1175/WAF-D-19-0159.1
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- Publication type:
- Article
Climatology and Variability of Warm and Cold Fronts over North America from 1979 to 2018.
- Published in:
- Journal of Climate, 2020, v. 33, n. 15, p. 6531, doi. 10.1175/JCLI-D-19-0680.1
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- Publication type:
- Article
Deep Learning on Three-Dimensional Multiscale Data for Next-Hour Tornado Prediction.
- Published in:
- Monthly Weather Review, 2020, v. 148, n. 7, p. 2837, doi. 10.1175/MWR-D-19-0372.1
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- Publication type:
- Article
Classifying Convective Storms Using Machine Learning.
- Published in:
- Weather & Forecasting, 2020, v. 35, n. 2, p. 537, doi. 10.1175/WAF-D-19-0170.1
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- Publication type:
- Article
Calibration of Machine Learning–Based Probabilistic Hail Predictions for Operational Forecasting.
- Published in:
- Weather & Forecasting, 2020, v. 35, n. 1, p. 149, doi. 10.1175/WAF-D-19-0105.1
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- Publication type:
- Article
Postprocessing Next-Day Ensemble Probabilistic Precipitation Forecasts Using Random Forests.
- Published in:
- Weather & Forecasting, 2019, v. 34, n. 6, p. 2017, doi. 10.1175/WAF-D-19-0109.1
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- Publication type:
- Article
MAKING THE BLACK BOX MORE TRANSPARENT: Understanding the Physical Implications of Machine Learning.
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- Bulletin of the American Meteorological Society, 2019, v. 100, n. 11, p. 2175, doi. 10.1175/BAMS-D-18-0195.1
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- Publication type:
- Article
Quasi-Operational Testing of Real-Time Storm-Longevity Prediction via Machine Learning.
- Published in:
- Weather & Forecasting, 2019, v. 34, n. 5, p. 1437, doi. 10.1175/WAF-D-18-0141.1
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- Publication type:
- Article
Deep Learning for Spatially Explicit Prediction of Synoptic-Scale Fronts.
- Published in:
- Weather & Forecasting, 2019, v. 34, n. 4, p. 1137, doi. 10.1175/WAF-D-18-0183.1
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- Publication type:
- Article
Automated detection of bird roosts using NEXRAD radar data and Convolutional Neural Networks.
- Published in:
- Remote Sensing in Ecology & Conservation, 2019, v. 5, n. 1, p. 20, doi. 10.1002/rse2.92
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- Publication type:
- Article
Machine Learning for Real-Time Prediction of Damaging Straight-Line Convective Wind.
- Published in:
- Weather & Forecasting, 2017, v. 32, n. 6, p. 2175, doi. 10.1175/WAF-D-17-0038.1
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- Publication type:
- Article
USING ARTIFICIAL INTELLIGENCE TO IMPROVE REAL-TIME DECISION-MAKING FOR HIGH-IMPACT WEATHER.
- Published in:
- Bulletin of the American Meteorological Society, 2017, v. 98, n. 10, p. 2073, doi. 10.1175/BAMS-D-16-0123.1
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- Publication type:
- Article
Storm-Based Probabilistic Hail Forecasting with Machine Learning Applied to Convection-Allowing Ensembles.
- Published in:
- Weather & Forecasting, 2017, v. 32, n. 5, p. 1819, doi. 10.1175/WAF-D-17-0010.1
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- Publication type:
- Article
An Automated, Multiparameter Dryline Identification Algorithm.
- Published in:
- Weather & Forecasting, 2015, v. 30, n. 6, p. 1781, doi. 10.1175/WAF-D-15-0070.1
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- Publication type:
- Article
A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence.
- Published in:
- 2015
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- Publication type:
- Proceeding
Solar Energy Prediction: An International Contest to Initiate Interdisciplinary Research on Compelling Meteorological Problems.
- Published in:
- Bulletin of the American Meteorological Society, 2015, v. 96, n. 8, p. 1388, doi. 10.1175/BAMS-D-14-00006.1
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- Publication type:
- Article
Storm Evader: Using an iPad to Teach Kids about Meteorology and Technology.
- Published in:
- Bulletin of the American Meteorological Society, 2015, v. 96, n. 3, p. 397, doi. 10.1175/BAMS-D-13-00202.1
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- Publication type:
- Article
Impact of the Breast Cancer Care Measures Pilot Study on Quality-Improvement Initiatives.
- Published in:
- Clinical Journal of Oncology Nursing, 2014, v. 18, p. 17, doi. 10.1188/14.CJON.S2.17-20
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- Publication type:
- Article
Machine Learning Enhancement of Storm-Scale Ensemble Probabilistic Quantitative Precipitation Forecasts.
- Published in:
- Weather & Forecasting, 2014, v. 29, n. 4, p. 1024, doi. 10.1175/WAF-D-13-00108.1
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- Publication type:
- Article
Enhancing understanding and improving prediction of severe weather through spatiotemporal relational learning.
- Published in:
- Machine Learning, 2014, v. 95, n. 1, p. 27, doi. 10.1007/s10994-013-5343-x
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- Publication type:
- Article
Enhanced spatiotemporal relational probability trees and forests.
- Published in:
- Data Mining & Knowledge Discovery, 2013, v. 26, n. 2, p. 398, doi. 10.1007/s10618-012-0261-2
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- Publication type:
- Article
Tornadic Supercell Environments Analyzed Using Surface and Reanalysis Data: A Spatiotemporal Relational Data-Mining Approach.
- Published in:
- Journal of Applied Meteorology & Climatology, 2012, v. 51, n. 12, p. 2203, doi. 10.1175/JAMC-D-11-060.1
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- Publication type:
- Article
Machine learning in space: extending our reach.
- Published in:
- 2011
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- Publication type:
- Editorial
Using spatiotemporal relational random forests to improve our understanding of severe weather processes.
- Published in:
- Statistical Analysis & Data Mining, 2011, v. 4, n. 4, p. 407, doi. 10.1002/sam.10128
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- Publication type:
- Article
Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction.
- Published in:
- Data Mining & Knowledge Discovery, 2011, v. 22, n. 1/2, p. 232, doi. 10.1007/s10618-010-0193-7
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- Publication type:
- Article
Classification of Convective Areas Using Decision Trees.
- Published in:
- Journal of Atmospheric & Oceanic Technology, 2009, v. 26, n. 7, p. 1341, doi. 10.1175/2008JTECHA1205.1
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- Publication type:
- Article