| Research trends in the use of remote sensing for inland water quality science: Moving towards multidisciplinary applications SN Topp, TM Pavelsky, D Jensen, M Simard, MRV Ross Water 12 (1), 169, 2020 | 317 | 2020 |
| AquaSat: A data set to enable remote sensing of water quality for inland waters MRV Ross, SN Topp, AP Appling, X Yang, C Kuhn, D Butman, M Simard, ... Water Resources Research 55 (11), 10012-10025, 2019 | 148 | 2019 |
| The color of rivers JR Gardner, X Yang, SN Topp, MRV Ross, EH Altenau, TM Pavelsky Geophysical Research Letters 48 (1), e2020GL088946, 2021 | 94 | 2021 |
| Artificial lake expansion amplifies mercury pollution from gold mining JR Gerson, SN Topp, CM Vega, JR Gardner, X Yang, LE Fernandez, ... Science advances 6 (48), eabd4953, 2020 | 69 | 2020 |
| Multi-decadal improvement in US Lake water clarity SN Topp, TM Pavelsky, EH Stanley, X Yang, CG Griffin, MRV Ross Environmental Research Letters 16 (5), 055025, 2021 | 50 | 2021 |
| Shifting patterns of summer lake color phenology in over 26,000 US lakes SN Topp, TM Pavelsky, HA Dugan, X Yang, J Gardner, MRV Ross Water Resources Research 57 (5), e2020WR029123, 2021 | 36 | 2021 |
| A high-resolution airborne color-infrared camera water mask for the NASA ABoVE campaign ED Kyzivat, LC Smith, LH Pitcher, JV Fayne, SW Cooley, MG Cooper, ... Remote Sensing 11 (18), 2163, 2019 | 29 | 2019 |
| Daily surface temperatures for 185,549 lakes in the conterminous United States estimated using deep learning (1980–2020) JD Willard, JS Read, S Topp, GJA Hansen, V Kumar Limnology and Oceanography Letters 7 (4), 287-301, 2022 | 26 | 2022 |
| Human activities change suspended sediment concentration along rivers J Gardner, T Pavelsky, S Topp, X Yang, MRV Ross, S Cohen Environmental Research Letters 18 (6), 064032, 2023 | 24 | 2023 |
| Stream temperature prediction in a shifting environment: Explaining the influence of deep learning architecture SN Topp, J Barclay, J Diaz, AY Sun, X Jia, D Lu, JM Sadler, AP Appling Water Resources Research 59 (4), e2022WR033880, 2023 | 18 | 2023 |
| National-scale remotely sensed lake trophic state from 1984 through 2020 MF Meyer, SN Topp, TV King, R Ladwig, RM Pilla, HA Dugan, ... Scientific data 11 (1), 77, 2024 | 14 | 2024 |
| Monitoring variations in lake water storage with satellite imagery and citizen science S Little, TM Pavelsky, F Hossain, S Ghafoor, GM Parkins, SK Yelton, ... Water 13 (7), 949, 2021 | 11 | 2021 |
| Heterogenous controls on lake color and trends across the high-elevation US Rocky Mountain region IA Oleksy, SM Collins, SJ Sillen, SN Topp, M Austin, EK Hall, CM O’Reilly, ... Environmental Research Letters 17 (10), 104041, 2022 | 10 | 2022 |
| Watershed‐scale effective hydraulic properties of the continental United States A Tashie, T Pavelsky, L Band, S Topp Journal of Advances in Modeling Earth Systems 13 (6), e2020MS002440, 2021 | 10 | 2021 |
| Advancing field-based GNSS surveying for validation of remotely sensed water surface elevation products LH Pitcher, LC Smith, SW Cooley, A Zaino, R Carlson, J Pettit, ... Frontiers in Earth Science 8, 278, 2020 | 8 | 2020 |
| ABoVE: AirSWOT color-infrared imagery over Alaska and Canada, 2017 ED Kyzivat, LC Smith, LH Pitcher, J Arvesen, TM Pavelsky, SW Cooley, ... ORNL DAAC: Oak Ridge, TN, USA, 2018 | 8 | 2018 |
| ABoVE: airSWOT water masks from color-infrared imagery over Alaska and Canada, 2017 ED Kyzivat, LC Smith, LH Pitcher, JV Fayne, SW Cooley, MG Cooper, ... ORNL DAAC, 2020 | 7 | 2020 |
| Train, Inform, Borrow, or Combine? Approaches to Process‐Guided Deep Learning for Groundwater‐Influenced Stream Temperature Prediction JR Barclay, SN Topp, LE Koenig, MJ Sleckman, AP Appling Water Resources Research 59 (12), e2023WR035327, 2023 | 5 | 2023 |
| Meta-transfer-learning for time series data with extreme events: An application to water temperature prediction S Chen, N Kalanat, S Topp, J Sadler, Y Xie, Z Jiang, X Jia Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 5 | 2023 |
| The AEMON-J “Hacking Limnology” workshop series & virtual summit: Incorporating data science and open science in aquatic research MF Meyer, R Ladwig, JP Mesman, IA Oleksy, CC Barbosa, KM Cawley, ... Limnology and Oceanography Bulletin 30 (4), 140-143, 2021 | 5 | 2021 |
Tamlin PavelskyProfessor of Earth, Marine and Environmental Sciences, University of North CarolinaE-mail megerősítve itt: unc.edu