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Goutam Konapala
Goutam Konapala
Earth Science Predictability and Resiliency Group, PNNL
在 pnnl.gov 的电子邮件经过验证 - 首页
标题
引用次数
年份
An Artificial Intelligence based science translator architecture for dissemination of hydrological information beyond scholarly communities
S Vinay, D Shah, H Jassi, R Gargi, G Konapala, SK Ahmad, SV Kumar, ...
AGU Fall Meeting Abstracts 2022, IN12A-05, 2022
2022
Assessing the Role of Land Surface Changes in Global Drought Propagation through High-Resolution Land Surface Model Simulations
G Konapala, SV Kumar, W Nie, M Wrzesien, A Getirana
AGU Fall Meeting Abstracts 2023 (2141), H43F-2141, 2023
2023
Can we improve space-borne snow mass retrievals using Machine learning techniques?
G Konapala, S Kumar, C Vuyovich
American Geophysical Union, Frontiers in Hydrology, 2022
2022
Changes in global drought propagation driven by anthropogenic land surface transformations
SV Kumar, G Konapala, W Nie, A Getirana
104th AMS Annual Meeting, 2024
2024
Changes in temporal variability of precipitation over land due to anthropogenic forcings
G Konapala, A Mishra, LR Leung
Environmental Research Letters 12 (2), 024009, 2017
432017
Climate and human impacts on hydrological processes and flood risk in southern Louisiana
A Getirana, S Kumar, G Konapala, W Nie, BD Loomis, C Birkett, M Simard
ESS Open Archive eprints 105, essoar. 10512002, 2022
2022
Climate and human impacts on hydrological processes and flood risk in southern Louisiana
A Getirana, S Kumar, G Konapala, W Nie, K Locke, B Loomis, C Birkett, ...
Water Resources Research 59 (2), e2022WR033238, 2023
32023
Climate change will affect global water availability through compounding changes in seasonal precipitation and evaporation
G Konapala, AK Mishra, Y Wada, ME Mann
Nature communications 11 (1), 3044, 2020
7492020
Collective role of seasonal components on annual magnitude and seasonal variability of future precipitation and evaporation in distinct precipitation regimes
G Konapala, A Mishra
AGU Fall Meeting Abstracts 2018, H43H-2549, 2018
2018
Combining data-driven machine-learning and process-based models for streamflow simulation: Preliminary results from the ExaSheds project
SL Painter, G Konapala, D Lu, SC Kao
AGU Fall Meeting Abstracts 2020, H103-06, 2020
2020
Contrasting Vulnerability of Soil Moisture and Ground Water Stocks to Meteorological Droughts from Anthropogenic Influences
SV Kumar, G Konapala, W Nie, M Wrzesien, A Getirana
103rd AMS Annual Meeting, 2023
2023
Data-Driven Methods for Ecohydrological Modeling, Prediction, and Uncertainty Estimation
GS Nearing, FM Hoffman, AK Sampson, E Morin, SV Kumar, Z Shi, ...
102nd American Meteorological Society Annual Meeting, 2022
2022
Dynamics of virtual water networks: Role of national socio-economic indicators across the world
G Konapala, A Mishra
Journal of Hydrology 589, 125171, 2020
112020
Enhancing snow depth characterization through passive microwave radiometry
G Konapala, SV Kumar, C Vuyovich, B Forman
104th AMS Annual Meeting, 2024
2024
Evaluating the effectiveness of Sentinel-1 and Sentinel-2 bands for Flood inundation mapping using deep learning
G Konapala, S Kumar, S Ahmad
AGU Fall Meeting Abstracts 2021, A14G-02, 2021
2021
Evaluation of multiple stochastic rainfall generators in diverse climatic regions
TM Vu, AK Mishra, G Konapala, D Liu
Stochastic environmental research and risk assessment 32, 1337-1353, 2018
242018
Exploring climate change effects on water flow dynamics in a snow-dominated watershed using a physically based integrated model
Z Fang, ET Coon, A Jan, SC Kao, G Konapala, SL Painter
AGU Fall Meeting Abstracts 2019, H43K-2181, 2019
2019
Exploring hydrologic model process connectivity at the continental scale through an information theory approach
G Konapala, SC Kao, N Addor
Water Resources Research 56 (10), e2020WR027340, 2020
212020
Exploring Sentinel-1 and Sentinel-2 diversity for flood inundation mapping using deep learning
G Konapala, SV Kumar, SK Ahmad
ISPRS Journal of Photogrammetry and Remote Sensing 180, 163-173, 2021
872021
Global Characteristics of Rainfall Variability and Trends
G Konapala, A Mishra
World Environmental and Water Resources Congress, 2016
2016
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