Publications - Link Lab

Venkataraman Lakshmi Publications

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2024 (10)
Walters, A.; Pradhan, N. R.; Floyd, I.; and Lakshmi, V. Modeling Post-Wildfire Rainfall Events in the Santa Cruz Creek Watershed using HEC-HMS and GSSHA. Unknown Journal . 2024.
Modeling Post-Wildfire Rainfall Events in the Santa Cruz Creek Watershed using HEC-HMS and GSSHA [link] Paper link bibtex
Kim, K. Y.; Haagenson, R.; Kansara, P.; Rajaram, H.; and Lakshmi, V. Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia. Remote Sensing of Environment . 2024.
Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia [link] Paper link bibtex
Goffin, B. D.; Kansara, P.; and Lakshmi, V. Assessing Climate Heterogeneity across Europe with the Wettest Days Contributing to 50% of Annual Precipitation (WD50). Unknown Journal . 2024.
Assessing Climate Heterogeneity across Europe with the Wettest Days Contributing to 50% of Annual Precipitation (WD50) [link] Paper link bibtex
Marcellin, M. C.; Pavur, G.; Loose, D. C.; Cardenas, J. J.; Denehy, D.; Almashhadani, M.; Waheed, S. Q.; Trump, B. D.; Polmateer, T. L.; Linkov, I.; Lakshmi, V. ; and Lambert, J. H. Systems analysis for energy assets of Iraq influenced by water scarcity. Environment Systems and Decisions . 2024.
Systems analysis for energy assets of Iraq influenced by water scarcity [link] Paper link bibtex
Goffin, B. D.; Kansara, P.; and Lakshmi, V. Intensification in the Wettest Days to 50 Percent of Annual Precipitation (WD50) Across Europe. Geophysical research letters . 2024.
Intensification in the Wettest Days to 50 Percent of Annual Precipitation (WD50) Across Europe [link] Paper link bibtex
Majumdar, S.; Ott, T.; Huntington, J. L.; Smith, R. G.; and Lakshmi, V. Toward Field Scale Groundwater Withdrawals in the Western U.S. using Remote Sensing and Climate Data. Authorea (Authorea) . 2024.
Toward Field Scale Groundwater Withdrawals in the Western U.S. using Remote Sensing and Climate Data [link] Paper link bibtex
Colston, J. M.; Fang, B.; Houpt, E. R.; Chernyavskiy, P.; Swarup, S.; Gardner, L.; Nong, M.; Badr, H. S.; Zaitchik, B. F.; Lakshmi, V. ; and Kosek, M. The Planetary Child Health & Enterics Observatory (Plan-EO): A protocol for an interdisciplinary research initiative and web-based dashboard for mapping enteric infectious diseases and their risk factors and interventions in LMICs. PloS one . 2024.
The Planetary Child Health & Enterics Observatory (Plan-EO): A protocol for an interdisciplinary research initiative and web-based dashboard for mapping enteric infectious diseases and their risk factors and interventions in LMICs [link] Paper link bibtex
Walters, A.; Fang, B.; and Lakshmi, V. Using Earth Observations to Measure Hydrological Conditions Before, During, and After Wildfires in the Feather River Watershed. IEEE journal of selected topics in applied earth observations and remote sensing (Print) . 2024.
Using Earth Observations to Measure Hydrological Conditions Before, During, and After Wildfires in the Feather River Watershed [link] Paper link bibtex
Pavur, G.; Kim, H.; Fang, B.; and Lakshmi, V. Spatial comparison of inland water observations from CYGNSS, MODIS, Landsat, and commercial satellite imagery. Geoscience letters . 2024.
Spatial comparison of inland water observations from CYGNSS, MODIS, Landsat, and commercial satellite imagery [link] Paper link bibtex
Kim, K. Y.; Zhu, Z.; Zhang, R.; Fang, B.; Cosh, M. H.; Russ, A. L.; Dai, E.; Elston, J.; Stachura, M.; Gasiewski, A. J.; and Lakshmi, V. Precision Soil Moisture Monitoring with Passive Microwave L-band UAS Mapping. IEEE journal of selected topics in applied earth observations and remote sensing . 2024.
Precision Soil Moisture Monitoring with Passive Microwave L-band UAS Mapping [link] Paper link bibtex
2023 (22)
Aryal, A.; Tran, T.; Kumar, B.; and Lakshmi, V. Evaluation of Satellite-Derived Precipitation Products for Streamflow Simulation of a Mountainous Himalayan Watershed: A Study of Myagdi Khola in Kali Gandaki Basin, Nepal. Remote Sensing . 2023.
Evaluation of Satellite-Derived Precipitation Products for Streamflow Simulation of a Mountainous Himalayan Watershed: A Study of Myagdi Khola in Kali Gandaki Basin, Nepal [link] Paper link bibtex
Kim, H.; Crow, W. T.; Wagner, W.; Li, X.; and Lakshmi, V. A Bayesian machine learning method to explain the error characteristics of global-scale soil moisture products. Remote sensing of environment . 2023.
A Bayesian machine learning method to explain the error characteristics of global-scale soil moisture products [link] Paper link bibtex
Kim, H.; Crow, W. T.; Li, X.; Wagner, W.; Hahn, S.; and Lakshmi, V. True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis. Remote sensing of environment . 2023.
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis [link] Paper link bibtex
Zhang, R.; Chan, S. K.; Bindlish, R.; and Lakshmi, V. A Performance Analysis of Soil Dielectric Models over Organic Soils in Alaska for Passive Microwave Remote Sensing of Soil Moisture. Remote sensing (Basel) . 2023.
A Performance Analysis of Soil Dielectric Models over Organic Soils in Alaska for Passive Microwave Remote Sensing of Soil Moisture [link] Paper link bibtex
Zohaib, M.; Kim, H.; and Lakshmi, V. Impact of Vegetation Gradient and Land Cover Conditions on Soil Moisture Retrievals From Different Frequencies and Acquisition Times of AMSR2. IEEE Transactions on Geoscience and Remote Sensing . 2023.
Impact of Vegetation Gradient and Land Cover Conditions on Soil Moisture Retrievals From Different Frequencies and Acquisition Times of AMSR2 [link] Paper link bibtex
Kim, K. Y.; Scanlon, T. M.; Bakar, S.; and Lakshmi, V. Decoupling of Ecological and Hydrological Drought Conditions in the Limpopo River Basin Inferred from Groundwater Storage and NDVI Anomalies. Hydrology . 2023.
Decoupling of Ecological and Hydrological Drought Conditions in the Limpopo River Basin Inferred from Groundwater Storage and NDVI Anomalies [link] Paper link bibtex
Dandridge, C.; Stanley, T.; Kirschbaum, D.; and Lakshmi, V. Spatial and Temporal Analysis of Global Landslide Reporting Using a Decade of the Global Landslide Catalog. Sustainability . 2023.
Spatial and Temporal Analysis of Global Landslide Reporting Using a Decade of the Global Landslide Catalog [link] Paper link bibtex
Besnier, J.; Getirana, A.; Biswas, N. K.; and Lakshmi, V. Satellite gravimetry helps monitor the operation of large reservoirs. Unknown Journal . 2023.
Satellite gravimetry helps monitor the operation of large reservoirs [link] Paper link bibtex
Walters, A.; and Lakshmi, V. Using Earth Observations to Measure Hydrological Effects of Wildfires in the Feather River Basin. Unknown Journal . 2023.
Using Earth Observations to Measure Hydrological Effects of Wildfires in the Feather River Basin [link] Paper link bibtex
Lakshmi, V. ; and Flury, M. Wolf prize awarded to Rien van Genuchten. Vadose zone journal . 2023.
Wolf prize awarded to Rien van Genuchten [link] Paper link bibtex
Bakar, S.; Lakshmi, V. ; and Kahler, D. M. Assessment of Groundwater Resources in the Sand River Catchment, South Africa Using Hydrological Modeling and Catchment Water Balance Approaches. Unknown Journal . 2023.
Assessment of Groundwater Resources in the Sand River Catchment, South Africa Using Hydrological Modeling and Catchment Water Balance Approaches [link] Paper link bibtex
Pavur, G.; Lakshmi, V. ; and Lambert, J. H. A hydrological and socioeconomic risk assessment of tropical cyclone disasters by leveraging space-based Earth observations. Unknown Journal . 2023.
A hydrological and socioeconomic risk assessment of tropical cyclone disasters by leveraging space-based Earth observations [link] Paper link bibtex
R, M. T.; Etheridge, J. R.; Tran, T.; Le, M.; Hinckley, B.; Nguyen, T. V.; and Lakshmi, V. Satellite-based rainfall datasets and autocalibration techniques’ effects on SWAT+ flow prediction. Authorea (Authorea) . 2023.
Satellite-based rainfall datasets and autocalibration techniques’ effects on SWAT+ flow prediction [link] Paper link bibtex
Aryal, A.; Bosch, R. J.; and Lakshmi, V. Climate Risk and Vulnerability Assessment of Georgian Hydrology under Future Climate Change Scenarios. Climate (Basel) . 2023.
Climate Risk and Vulnerability Assessment of Georgian Hydrology under Future Climate Change Scenarios [link] Paper link bibtex
Zhang, R.; Kim, S.; Kim, H.; Fang, B.; Sharma, A.; and Lakshmi, V. Temporal Gap‐Filling of 12‐Hourly SMAP Soil Moisture Over the CONUS Using Water Balance Budgeting. Water resources research . 2023.
Temporal Gap‐Filling of 12‐Hourly SMAP Soil Moisture Over the CONUS Using Water Balance Budgeting [link] Paper link bibtex
Tran, T.; Nguyen, B. Q.; Tran, V. N.; Le, M.; Bolten, J. D.; Kim, S. H.; Doan, V. B.; Hong, X.; Arshad, A.; Kantoush, S. A.; and Lakshmi, V. Quantification of Climate Change impacts on the Srepok River, Mekong River basin. Authorea (Authorea) . 2023.
Quantification of Climate Change impacts on the Srepok River, Mekong River basin [link] Paper link bibtex
Colston, J. M.; Kosek, M.; Fang, B.; and Lakshmi, V. Spatial variation in housing construction material in LMICs: a Bayesian prediction model of a key infectious diseases risk. Environmental health perspectives. Supplements . 2023.
Spatial variation in housing construction material in LMICs: a Bayesian prediction model of a key infectious diseases risk [link] Paper link bibtex
Tiwari, A. D.; Pokhrel, Y.; Kramer, D.; Akhter, T.; Tang, Q.; Liu, J.; Qi, J.; Loc, H. H.; and Lakshmi, V. A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong. Zenodo (CERN European Organization for Nuclear Research) . 2023.
A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong [link] Paper link bibtex
Tiwari, A. D.; Pokhrel, Y.; Kramer, D.; Akhter, T.; Lakshmi, V. ; Tang, Q.; Liu, J.; Qi, J.; and Loc, H. H. A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong. Zenodo (CERN European Organization for Nuclear Research) . 2023.
A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong [link] Paper link bibtex
Tiwari, A. D.; Pokhrel, Y.; Kramer, D.; Akhter, T.; Lakshmi, V. ; Tang, Q.; Liu, J.; Qi, J.; and Loc, H. H. A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong. Zenodo (CERN European Organization for Nuclear Research) . 2023.
A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong [link] Paper link bibtex
Tiwari, A. D.; Pokhrel, Y.; Kramer, D.; Akhter, T.; Tang, Q.; Liu, J.; Qi, J.; Loc, H. H.; and Lakshmi, V. A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong. Zenodo (CERN European Organization for Nuclear Research) . 2023.
A synthesis of hydroclimatic, ecological, and socioeconomic data for transdisciplinary research in the Mekong [link] Paper link bibtex
Pavur, G.; Lakshmi, V. ; and Lambert, J. H. A hydrological and socioeconomic risk assessment of tropical cyclone disasters by leveraging space-based Earth observations. Unknown Journal . 2023.
A hydrological and socioeconomic risk assessment of tropical cyclone disasters by leveraging space-based Earth observations [link] Paper link bibtex
2022 (13)
Fang, B.; Lakshmi, V. ; Cosh, M. H.; Liu, P.; Bindlish, R.; and Jackson, T. J. A global 1‐km downscaled SMAP soil moisture product based on thermal inertia theory. Vadose zone journal . 2022.
A global 1‐km downscaled SMAP soil moisture product based on thermal inertia theory [link] Paper link bibtex
Alshammari, A.; Lakshmi, V. ; Brantley, D.; Knapp, C. C.; and Knapp, J. H. Simulation of carbon dioxide mineralization and its effect on fault leakage rates in the South Georgia rift basin, southeastern U.S. Heliyon . 2022.
Simulation of carbon dioxide mineralization and its effect on fault leakage rates in the South Georgia rift basin, southeastern U.S. [link] Paper link bibtex
Liu, P.; Bindlish, R.; O’Neill, P.; Fang, B.; Lakshmi, V. ; Yang, Z.; Cosh, M. H.; Bongiovanni, T.; Collins, C. H.; Starks, P. J.; Prueger, J. H.; Bosch, D. D.; Seyfried, M. S.; and Williams, M. R. Thermal Hydraulic Disaggregation of SMAP Soil Moisture Over the Continental United States. IEEE journal of selected topics in applied earth observations and remote sensing . 2022.
Thermal Hydraulic Disaggregation of SMAP Soil Moisture Over the Continental United States [link] Paper link bibtex
Kundu, S.; Lakshmi, V. ; and Torres, R. Flood Depth Estimation during Hurricane Harvey Using Sentinel-1 and UAVSAR Data. Remote sensing (Basel) . 2022.
Flood Depth Estimation during Hurricane Harvey Using Sentinel-1 and UAVSAR Data [link] Paper link bibtex
Kansara, P.; and Lakshmi, V. Water Levels in the Major Reservoirs of the Nile River Basin—A Comparison of SENTINEL with Satellite Altimetry Data. Remote Sensing . 2022.
Water Levels in the Major Reservoirs of the Nile River Basin—A Comparison of SENTINEL with Satellite Altimetry Data [link] Paper link bibtex
Goffin, B. D.; Thakur, R.; Carlos, S. D. C.; Srsic, D.; Williams, C.; Ross, K. W.; Neira-Román, F.; Cortés-Monroy, C. C.; and Lakshmi, V. Leveraging remotely-sensed vegetation indices to evaluate crop coefficients and actual irrigation requirements in the water-stressed Maipo River Basin of Central Chile. Sustainable horizons . 2022.
Leveraging remotely-sensed vegetation indices to evaluate crop coefficients and actual irrigation requirements in the water-stressed Maipo River Basin of Central Chile [link] Paper link bibtex
Sutton, J. R.; Jakobsen, A.; Lanyon, K.; and Lakshmi, V. Comparing Precipitation during Typhoons in the Western North Pacific Using Satellite and In Situ Observations. Remote Sensing . 2022.
Comparing Precipitation during Typhoons in the Western North Pacific Using Satellite and In Situ Observations [link] Paper link bibtex
Kundu, S.; Lakshmi, V. ; and Torres, R. Estimation of Flood Inundation and Depth During Hurricane Florence Using Sentinel-1 and UAVSAR Data. IEEE Geoscience and Remote Sensing Letters . 2022.
Estimation of Flood Inundation and Depth During Hurricane Florence Using Sentinel-1 and UAVSAR Data [link] Paper link bibtex
Fang, B.; Kam, J.; Elliott, E.; Tootle, G. A.; Therrell, M. D.; and Lakshmi, V. The Recent Decline of Apalachicola–Chattahoochee–Flint (ACF) River Basin Streamflow. Hydrology . 2022.
The Recent Decline of Apalachicola–Chattahoochee–Flint (ACF) River Basin Streamflow [link] Paper link bibtex
Le, M.; Kim, H.; Adam, S. A.; Han, X.; Beling, P. A.; and Lakshmi, V. Supplementary material to "Streamflow Estimation in Ungauged Regions using Machine Learning: Quantifying Uncertainties in Geographic Extrapolation". Unknown Journal . 2022.
Supplementary material to "Streamflow Estimation in Ungauged Regions using Machine Learning: Quantifying Uncertainties in Geographic Extrapolation" [link] Paper link bibtex
Flury, M.; Lakshmi, V. ; Lu, N.; and Vanderborght, J. Editorial: Open Access on the move. Vadose zone journal . 2022.
Editorial: Open Access on the move [link] Paper link bibtex
Lakshmi, V. ; Fang, B.; and Kim, H. Global downscaling and assimilation of soil moisture. Unknown Journal . 2022.
Global downscaling and assimilation of soil moisture [link] Paper link bibtex
Kumar, B.; Roy, D.; and Lakshmi, V. Impact of temperature and precipitation lapse rate on hydrological modelling over Himalayan Gandak River Basin. Journal of Mountain Science . 2022.
Impact of temperature and precipitation lapse rate on hydrological modelling over Himalayan Gandak River Basin [link] Paper link bibtex
2021 (15)
Saby, L.; McKee, K. L.; Kansara, P.; Goodall, J. L.; Band, L. E.; and Lakshmi, V. Sensitivity of Remotely Sensed Vegetation to Hydrologic Predictors across the Colorado River Basin, 2001–2019. Journal of the American Water Resources Association . 2021.
Sensitivity of Remotely Sensed Vegetation to Hydrologic Predictors across the Colorado River Basin, 2001–2019 [link] Paper link bibtex
Fang, B.; Kansara, P.; Dandridge, C.; and Lakshmi, V. Drought monitoring using high spatial resolution soil moisture data over Australia in 2015–2019. Journal of Hydrology . 2021.
Drought monitoring using high spatial resolution soil moisture data over Australia in 2015–2019 [link] Paper link bibtex
Zhang, R.; Kim, S.; Sharma, A.; and Lakshmi, V. Identifying relative strengths of SMAP, SMOS-IC, and ASCAT to capture temporal variability. Remote Sensing of Environment . 2021.
Identifying relative strengths of SMAP, SMOS-IC, and ASCAT to capture temporal variability [link] Paper link bibtex
Kansara, P.; Li, W.; El-Askary, H.; Lakshmi, V. ; Piechota, T. C.; Struppa, D. C.; and Sayed, M. A. An Assessment of the Filling Process of the Grand Ethiopian Renaissance Dam and Its Impact on the Downstream Countries. Remote sensing (Basel) . 2021.
An Assessment of the Filling Process of the Grand Ethiopian Renaissance Dam and Its Impact on the Downstream Countries [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Cosh, M. H.; and Hain, C. Very High Spatial Resolution Downscaled SMAP Radiometer Soil Moisture in the CONUS Using VIIRS/MODIS Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing . 2021.
Very High Spatial Resolution Downscaled SMAP Radiometer Soil Moisture in the CONUS Using VIIRS/MODIS Data [link] Paper link bibtex
Gemitzi, A.; Albarakat, R.; Kratouna, F.; and Lakshmi, V. Land cover and vegetation carbon stock changes in Greece: A 29-year assessment based on CORINE and Landsat land cover data. Science of The Total Environment . 2021.
Land cover and vegetation carbon stock changes in Greece: A 29-year assessment based on CORINE and Landsat land cover data [link] Paper link bibtex
Gemitzi, A.; Koutsias, N.; and Lakshmi, V. A Spatial Downscaling Methodology for GRACE Total Water Storage Anomalies Using GPM IMERG Precipitation Estimates. Remote sensing (Basel) . 2021.
A Spatial Downscaling Methodology for GRACE Total Water Storage Anomalies Using GPM IMERG Precipitation Estimates [link] Paper link bibtex
Liu, P.; Bindlish, R.; Fang, B.; Lakshmi, V. ; O'Neill, P. E.; Yang, Z.; Cosh, M. H.; Bongiovanni, T.; Bosch, D. D.; Collins, C. H.; Starks, P. J.; Prueger, J. H.; Seyfried, M. S.; and Livingston, S. Assessing Disaggregated SMAP Soil Moisture Products in the United States. IEEE journal of selected topics in applied earth observations and remote sensing (Print) . 2021.
Assessing Disaggregated SMAP Soil Moisture Products in the United States [link] Paper link bibtex
Kansara, P.; and Lakshmi, V. Estimation of land-cover linkage to trends in hydrological variables of river basins in the Indian sub-continent using satellite observation and model outputs. Journal of Hydrology . 2021.
Estimation of land-cover linkage to trends in hydrological variables of river basins in the Indian sub-continent using satellite observation and model outputs [link] Paper link bibtex
Kim, H.; Lee, S.; Cosh, M. H.; Lakshmi, V. ; Kwon, Y.; and McCarty, G. W. Assessment and Combination of SMAP and Sentinel-1A/B-Derived Soil Moisture Estimates With Land Surface Model Outputs in the Mid-Atlantic Coastal Plain, USA. IEEE transactions on geoscience and remote sensing . 2021.
Assessment and Combination of SMAP and Sentinel-1A/B-Derived Soil Moisture Estimates With Land Surface Model Outputs in the Mid-Atlantic Coastal Plain, USA [link] Paper link bibtex
Zhang, R.; Chan, S. K.; Bindlish, R.; and Lakshmi, V. Evaluation of Global Surface Water Temperature Data Sets for Use in Passive Remote Sensing of Soil Moisture. Remote sensing . 2021.
Evaluation of Global Surface Water Temperature Data Sets for Use in Passive Remote Sensing of Soil Moisture [link] Paper link bibtex
van der Steeg, S.; Xu, H.; Torres, R.; Elias, E.; Sullivan, J. C.; Viparelli, E.; Shelley, D.; and Lakshmi, V. A Novel Method for Gaining New Insight on Flows Over Inundated Landscapes. Geophysical research letters . 2021.
A Novel Method for Gaining New Insight on Flows Over Inundated Landscapes [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Lakshmi, V. ; Tondapu, G.; Le, M.; Kamphaengthong, P. L.; and Wangpimool, W. Water Data Utilization and Capacity Building in the Mekong Region: Improved Hydrologic Decision Support for the Mekong Basin. Unknown Journal . 2021.
Water Data Utilization and Capacity Building in the Mekong Region: Improved Hydrologic Decision Support for the Mekong Basin [link] Paper link bibtex
Flury, M.; Lakshmi, V. ; Vanderborght, J.; and Smits, K. M. 20 years of Vadose Zone Journal . Vadose zone journal . 2021.
20 years of <i>Vadose Zone Journal</i> [link] Paper link bibtex
Kundu, S.; Lakshmi, V. ; and Torres, R. Estimation of flood inundation and depth during Hurricane Florence using Sentinel-1 and UAVSAR data. Unknown Journal . 2021.
Estimation of flood inundation and depth during Hurricane Florence using Sentinel-1 and UAVSAR data [link] Paper link bibtex
2020 (28)
Saby, L.; McKee, K. L.; Lakshmi, V. ; Goodall, J. L.; and Band, L. E. Comparing SoilMERGE Root Zone Soil Moisture and IMERG Precipitation as Predictors of Vegetation Greenness in the Colorado River Basin, 2001-2019. AGU Fall Meeting Abstracts . 2020.
Comparing SoilMERGE Root Zone Soil Moisture and IMERG Precipitation as Predictors of Vegetation Greenness in the Colorado River Basin, 2001-2019 [link] Paper link bibtex
Spruce, J. P.; Bolten, J. D.; Mohammed, I. N.; Srinivasan, R.; and Lakshmi, V. Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010. Frontiers in environmental science . 2020.
Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010 [link] Paper link bibtex
Majumdar, S.; Smith, R. G.; Butler, J. J.; and Lakshmi, V. Groundwater Withdrawal Prediction Using Integrated Multitemporal Remote Sensing Data Sets and Machine Learning. Water resources research . 2020.
Groundwater Withdrawal Prediction Using Integrated Multitemporal Remote Sensing Data Sets and Machine Learning [link] Paper link bibtex
Li, W.; El-Askary, H.; Lakshmi, V. ; Piechota, T. C.; and Struppa, D. C. Earth Observation and Cloud Computing in Support of Two Sustainable Development Goals for the River Nile Watershed Countries. Remote sensing (Basel) . 2020.
Earth Observation and Cloud Computing in Support of Two Sustainable Development Goals for the River Nile Watershed Countries [link] Paper link bibtex
Thakur, B.; Kalra, A.; Ahmad, S.; Lamb, K. W.; and Lakshmi, V. Bringing statistical learning machines together for hydro-climatological predictions - Case study for Sacramento San joaquin River Basin, California. Journal of hydrology. Regional studies . 2020.
Bringing statistical learning machines together for hydro-climatological predictions - Case study for Sacramento San joaquin River Basin, California [link] Paper link bibtex
Thakur, B.; Kalra, A.; Lakshmi, V. ; Lamb, K. W.; Miller, W. P.; and Tootle, G. A. Linkage between ENSO phases and western US snow water equivalent. Atmospheric Research . 2020.
Linkage between ENSO phases and western US snow water equivalent [link] Paper link bibtex
Hashemi, H.; Fayne, J. V.; Lakshmi, V. ; and Huffman, G. J. Very high resolution, altitude-corrected, TMPA-based monthly satellite precipitation product over the CONUS. Scientific data . 2020.
Very high resolution, altitude-corrected, TMPA-based monthly satellite precipitation product over the CONUS [link] Paper link bibtex
Xu, H.; van der Steeg, S.; Sullivan, J. C.; Shelley, D.; Cely, J. E.; Viparelli, E.; Lakshmi, V. ; and Torres, R. Intermittent Channel Systems of a Low‐Relief, Low‐Gradient Floodplain: Comparison of Automatic Extraction Methods. Water Resources Research . 2020.
Intermittent Channel Systems of a Low‐Relief, Low‐Gradient Floodplain: Comparison of Automatic Extraction Methods [link] Paper link bibtex
Mazrooei, A.; Sankarasubramanian, A.; and Lakshmi, V. Technical Note: Evaluation of the skill in monthly-to-seasonal soil moisture forecasting based on SMAP satellite observations over the southeastern US. Hydrology and Earth System Sciences . 2020.
Technical Note: Evaluation of the skill in monthly-to-seasonal soil moisture forecasting based on SMAP satellite observations over the southeastern US [link] Paper link bibtex
Oubeidillah, A.; Tootle, G. A.; and Lakshmi, V. IMPACTS OF BEETLE KILL ON MODELED STREAMFLOW RESPONSE IN THE NORTH PLATTE RIVER BASIN. International journal of engineering technologies and management research . 2020.
IMPACTS OF BEETLE KILL ON MODELED STREAMFLOW RESPONSE IN THE NORTH PLATTE RIVER BASIN [link] Paper link bibtex
Knapp, C. C.; Almutairi, K.; Bean, A.; Ollmann, J.; Almayahi, D. S. B.; Alshammar, A.; Knapp, J. H.; and Lakshmi, V. Integrated seismic inversion and rock physics analysis for CO 2 storage. Unknown Journal . 2020.
Integrated seismic inversion and rock physics analysis for CO<sub>2</sub>storage [link] Paper link bibtex
Majumdar, S.; Smith, R. G.; Conway, B. D.; Butler, J. J.; and Lakshmi, V. Integrating Remote Sensing and Machine Learning for Groundwater Withdrawal Estimation in Arizona. Unknown Journal . 2020.
Integrating Remote Sensing and Machine Learning for Groundwater Withdrawal Estimation in Arizona [link] Paper link bibtex
Kansara, P.; and Lakshmi, V. Water quality modelling of the Ganga river basin for pollution and contaminants analysis using SWAT model. Unknown Journal . 2020.
Water quality modelling of the Ganga river basin for pollution and contaminants analysis using SWAT model [link] Paper link bibtex
Albarakat, R.; Gemitzi, A.; and Lakshmi, V. Assessment of spatio-temporal land-use changes over Greece from 2001 to 2018. AGU Fall Meeting Abstracts . 2020.
Assessment of spatio-temporal land-use changes over Greece from 2001 to 2018 [link] Paper link bibtex
Lakshmi, V. ; Fang, B.; Bindlish, R.; and Liu, P. W. A global 1km soil moisture data set. AGU Fall Meeting Abstracts . 2020.
A global 1km soil moisture data set [link] Paper link bibtex
Lakshmi, V. ; and Mondal, A. Projection of water balance study due to climate change using CMIP6 GCMs scenarios in Mahi river basin, India. AGU Fall Meeting Abstracts . 2020.
Projection of water balance study due to climate change using CMIP6 GCMs scenarios in Mahi river basin, India [link] Paper link bibtex
Zhang, R.; Chan, S.; Bindlish, R.; and Lakshmi, V. A survey of global water temperature datasets and their applicability to passive remote sensing of soil moisture near inland/coastal water bodies. AGU Fall Meeting Abstracts . 2020.
A survey of global water temperature datasets and their applicability to passive remote sensing of soil moisture near inland/coastal water bodies [link] Paper link bibtex
Kansara, P.; and Lakshmi, V. Nutrient modelling in the Ganga river basin. AGU Fall Meeting Abstracts . 2020.
Nutrient modelling in the Ganga river basin [link] Paper link bibtex
Liu, P. W.; Bindlish, R.; O’Neill, P.; Yang, Z.; Lakshmi, V. ; Fang, B.; and Cosh, M. H. High-Resolution Soil Moisture using Thermal Hydraulic Disaggregation for Agricultural Applications. AGU Fall Meeting Abstracts . 2020.
High-Resolution Soil Moisture using Thermal Hydraulic Disaggregation for Agricultural Applications [link] Paper link bibtex
Jadav, S.; Syed, T. H.; and Lakshmi, V. Understanding Land use land cover dynamics and its impact on Land surface temperature in Chilika Lake Watershed, India. AGU Fall Meeting Abstracts . 2020.
Understanding Land use land cover dynamics and its impact on Land surface temperature in Chilika Lake Watershed, India. [link] Paper link bibtex
Alshammari, A.; Lakshmi, V. ; Knapp, C. C.; and Knapp, J. H. Effects of Mineralization on Carbon Sequestration in the South Georgia Embayment of the Atlantic Outer Continental Shelf. AGU Fall Meeting Abstracts . 2020.
Effects of Mineralization on Carbon Sequestration in the South Georgia Embayment of the Atlantic Outer Continental Shelf [link] Paper link bibtex
Saby, L.; McKee, K. L.; Lakshmi, V. ; Goodall, J. L.; and Band, L. E. Comparing SoilMERGE Root Zone Soil Moisture and IMERG Precipitation as Predictors of Vegetation Greenness in the Colorado River Basin, 2001-2019. AGU Fall Meeting Abstracts . 2020.
Comparing SoilMERGE Root Zone Soil Moisture and IMERG Precipitation as Predictors of Vegetation Greenness in the Colorado River Basin, 2001-2019 [link] Paper link bibtex
Soni, A.; Syed, T. H.; and Lakshmi, V. Evapotranspiration variations over major Indian River basins in the past three decades. AGU Fall Meeting Abstracts . 2020.
Evapotranspiration variations over major Indian River basins in the past three decades [link] Paper link bibtex
Le, M.; and Lakshmi, V. Long-short term memory (LSTM) neural network integrated with satellite datasets to simulate streamflow in transboundary river basins. AGU Fall Meeting Abstracts . 2020.
Long-short term memory (LSTM) neural network integrated with satellite datasets to simulate streamflow in transboundary river basins [link] Paper link bibtex
Kundu, S.; and Lakshmi, V. Estimating climate change impact on actual evapotranspiration using CMIP6 data and SEBAL. AGU Fall Meeting Abstracts . 2020.
Estimating climate change impact on actual evapotranspiration using CMIP6 data and SEBAL [link] Paper link bibtex
Kim, S.; Zhang, R.; Sharma, A.; and Lakshmi, V. Improvements of satellite observations through data merging: status and challenges. Unknown Journal . 2020.
Improvements of satellite observations through data merging: status and challenges [link] Paper link bibtex
Majumdar, S.; Smith, R. G.; Conway, B. D.; Butler, J. J.; and Lakshmi, V. Integrating Remote Sensing and Machine Learning for Groundwater Withdrawal Estimation in Arizona. Unknown Journal . 2020.
Integrating Remote Sensing and Machine Learning for Groundwater Withdrawal Estimation in Arizona [link] Paper link bibtex
Majumdar, S.; Smith, R. G.; Butler, J. J.; and Lakshmi, V. A New Hybrid Water Balance and Machine Learning Approach for Groundwater Withdrawal Prediction using Integrated Multi-Temporal Remote Sensing Datasets. Unknown Journal . 2020.
A New Hybrid Water Balance and Machine Learning Approach for Groundwater Withdrawal Prediction using Integrated Multi-Temporal Remote Sensing Datasets [link] Paper link bibtex
2019 (36)
Dandridge, C.; Lakshmi, V. ; Bolten, J. D.; and Srinivasan, R. Evaluation of Satellite-Based Rainfall Estimates in the Lower Mekong River Basin (Southeast Asia). Remote sensing (Basel) . 2019.
Evaluation of Satellite-Based Rainfall Estimates in the Lower Mekong River Basin (Southeast Asia) [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Jackson, T. J.; Bindlish, R.; and Colliander, A. Passive/active microwave soil moisture change disaggregation using SMAPVEX12 data. Journal of hydrology . 2019.
Passive/active microwave soil moisture change disaggregation using SMAPVEX12 data [link] Paper link bibtex
Senanayake, I. P.; Yeo, I.; Tangdamrongsub, N.; Willgoose, G.; Hancock, G. R.; Wells, T.; Fang, B.; Lakshmi, V. ; and Walker, J. P. An in-situ data based model to downscale radiometric satellite soil moisture products in the Upper Hunter Region of NSW, Australia. Journal of Hydrology . 2019.
An in-situ data based model to downscale radiometric satellite soil moisture products in the Upper Hunter Region of NSW, Australia [link] Paper link bibtex
Dandridge, C.; Fang, B.; and Lakshmi, V. Downscaling of SMAP Soil Moisture in the Lower Mekong River Basin. Water (Basel) . 2019.
Downscaling of SMAP Soil Moisture in the Lower Mekong River Basin [link] Paper link bibtex
McDonald, S.; Mohammed, I. N.; Bolten, J. D.; Pulla, S. T.; Meechaiya, C.; Markert, A.; Nelson, E. J.; Srinivasan, R.; and Lakshmi, V. Web-based decision support system tools: The Soil and Water Assessment Tool Online visualization and analyses (SWATOnline) and NASA earth observation data downloading and reformatting tool (NASAaccess). Environmental Modelling and Software . 2019.
Web-based decision support system tools: The Soil and Water Assessment Tool Online visualization and analyses (SWATOnline) and NASA earth observation data downloading and reformatting tool (NASAaccess) [link] Paper link bibtex
Kim, H.; and Lakshmi, V. Global Dynamics of Stored Precipitation Water in the Topsoil Layer From Satellite and Reanalysis Data. Water Resources Research . 2019.
Global Dynamics of Stored Precipitation Water in the Topsoil Layer From Satellite and Reanalysis Data [link] Paper link bibtex
Sadeghi, S.; Tootle, G. A.; Elliott, E.; Lakshmi, V. ; Therrell, M. D.; Kam, J.; and Bearden, B. L. Atlantic Ocean Sea Surface Temperatures and Southeast United States streamflow variability: Associations with the recent multi-decadal decline. Journal of Hydrology . 2019.
Atlantic Ocean Sea Surface Temperatures and Southeast United States streamflow variability: Associations with the recent multi-decadal decline [link] Paper link bibtex
Gemitzi, A.; Banti, M.; and Lakshmi, V. Vegetation greening trends in different land use types: natural variability versus human-induced impacts in Greece. Environmental Earth Sciences . 2019.
Vegetation greening trends in different land use types: natural variability versus human-induced impacts in Greece [link] Paper link bibtex
Pathak, S.; Garg, R.; Jato-Espino, D.; Lakshmi, V. ; and Ojha, C. S. P. Evaluating hotspots for stormwater harvesting through participatory sensing. Journal of environmental management . 2019.
Evaluating hotspots for stormwater harvesting through participatory sensing [link] Paper link bibtex
Bhandari, S.; Thakur, B.; Kalra, A.; Miller, W. P.; Lakshmi, V. ; and Pathak, P. Streamflow Forecasting Using Singular Value Decomposition and Support Vector Machine for the Upper Rio Grande River Basin. Journal of the American Water Resources Association . 2019.
Streamflow Forecasting Using Singular Value Decomposition and Support Vector Machine for the Upper Rio Grande River Basin [link] Paper link bibtex
Vu, Q. M.; Lakshmi, V. ; and Bolten, J. D. Assessment of the Biomass Productivity Decline in the Lower Mekong Basin. Remote sensing (Basel) . 2019.
Assessment of the Biomass Productivity Decline in the Lower Mekong Basin [link] Paper link bibtex
Sadeghi, S.; Tootle, G. A.; Elliott, E.; Lakshmi, V. ; Therrell, M. D.; and Kalra, A. Implications of the 2015–2016 El Niño on Coastal Mississippi-Alabama Streamflow and Agriculture. Hydrology . 2019.
Implications of the 2015–2016 El Niño on Coastal Mississippi-Alabama Streamflow and Agriculture [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; Jackson, T. J.; and Liu, P. Downscaling and Validation of SMAP Radiometer Soil Moisture in CONUS. Unknown Journal . 2019.
Downscaling and Validation of SMAP Radiometer Soil Moisture in CONUS [link] Paper link bibtex
Mladenova, I. E.; Lakshmi, V. ; and Bateni, S. M. Remote Sensing and Modeling of the Terrestrial Water Cycle II Posters. AGU Fall Meeting 2019 . 2019.
Remote Sensing and Modeling of the Terrestrial Water Cycle II Posters [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Jackson, T. J.; Bindlish, R.; and Colliander, A. Corrigendum to “Passive/active microwave soil moisture change disaggregation using SMAPVEX2 data” [J. Hydrol. 574 (2019) 1085–1098]. Journal of Hydrology . 2019.
Corrigendum to “Passive/active microwave soil moisture change disaggregation using SMAPVEX2 data” [J. Hydrol. 574 (2019) 1085–1098] [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Fang, B.; Banti, M.; and Lakshmi, V. Processing Remotely Sensed Data. CRC Press eBooks . 2019.
Processing Remotely Sensed Data [link] Paper link bibtex
Fang, B.; Banti, M.; Lakshmi, V. ; and Gemitzi, A. Environmental Applications of Low Resolution Remotely Sensed Data. CRC Press eBooks . 2019.
Environmental Applications of Low Resolution Remotely Sensed Data [link] Paper link bibtex
Gemitzi, A.; Koutsias, N.; and Lakshmi, V. Advanced Environmental Monitoring with Remote Sensing Time Series Data and R. CRC Press eBooks . 2019.
Advanced Environmental Monitoring with Remote Sensing Time Series Data and R [link] Paper link bibtex
Banti, M.; Maris, F.; Lakshmi, V. ; and Gemitzi, A. A downscaling approach for SMAP soil moisture estimates using in situ measurements and a vegetation index. EGUGA . 2019.
A downscaling approach for SMAP soil moisture estimates using in situ measurements and a vegetation index [link] Paper link bibtex
Gemitzi, A.; Banti, M.; Meliadou, V.; Maris, F.; and Lakshmi, V. A downscaling methodology for SMOS soil moisture retrievals. EGUGA . 2019.
A downscaling methodology for SMOS soil moisture retrievals [link] Paper link bibtex
Liu, P. W.; Bindlish, R.; Fang, B.; Lakshmi, V. ; O’Neill, P.; and Yang, Z. High Spatio-Temporal Resolution Soil Moisture for Agricultural Applications in the Western United States. AGU Fall Meeting Abstracts . 2019.
High Spatio-Temporal Resolution Soil Moisture for Agricultural Applications in the Western United States [link] Paper link bibtex
Kim, H.; Kwon, Y.; Kumar, S. V.; and Lakshmi, V. Assimilation of GPS soil moisture data from CYGNSS into land surface models. AGU Fall Meeting Abstracts . 2019.
Assimilation of GPS soil moisture data from CYGNSS into land surface models [link] Paper link bibtex
Dandridge, C.; Lakshmi, V. ; and Kirschbaum, D. Evaluation of Landslide Susceptibility in the Lower Mekong Basin using LHASA Model. AGU Fall Meeting Abstracts . 2019.
Evaluation of Landslide Susceptibility in the Lower Mekong Basin using LHASA Model [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; and Liu, P. W. SMAP radiometer soil moisture downscaling at global scale. AGU Fall Meeting Abstracts . 2019.
SMAP radiometer soil moisture downscaling at global scale [link] Paper link bibtex
Sadeghi, S. M. M.; Tootle, G. A.; Elliott, E.; Lakshmi, V. ; Therrell, M. D.; Kam, J.; and Bearden, B. L. Atlantic Ocean Sea Surface Temperatures and Southeast United States Streamflow Variability. AGU Fall Meeting Abstracts . 2019.
Atlantic Ocean Sea Surface Temperatures and Southeast United States Streamflow Variability [link] Paper link bibtex
Lakshmi, V. ; and Kundu, S. Use of two approaches to downscale satellite-based calculated daily actual evapotranspiration from MODIS using SEBAL. AGU Fall Meeting Abstracts . 2019.
Use of two approaches to downscale satellite-based calculated daily actual evapotranspiration from MODIS using SEBAL [link] Paper link bibtex
Mohammed, I. N.; McDonald, S.; Bolten, J. D.; Pulla, S. T.; Meechaiya, C.; Markert, A.; Nelson, J.; Srinivasan, R.; and Lakshmi, V. NASA web-based decision support systems tools: Climate data access, and retrieval (NASAaccess) and hydrological modeling visualization (SWAT-online). EGU General Assembly Conference Abstracts . 2019.
NASA web-based decision support systems tools: Climate data access, and retrieval (NASAaccess) and hydrological modeling visualization (SWAT-online) [link] Paper link bibtex
Mazrooei, A.; and Lakshmi, V. Technical Note: Evaluation of the Skill in Monthly-to-Seasonal Soil Moisture Forecasting Based on SMAP Satellite Observations over the Southeast US. Unknown Journal . 2019.
Technical Note: Evaluation of the Skill in Monthly-to-Seasonal Soil Moisture Forecasting Based on SMAP Satellite Observations over the Southeast US [link] Paper link bibtex
Gemitzi, A.; Koutsias, N.; and Lakshmi, V. Conclusions. CRC Press eBooks . 2019.
Conclusions [link] Paper link bibtex
Kiran, E.; Deebika, S.; Lakshmi, V. ; and Elumalai, G. IoT Based Air Pollution Detector Using Raspberry Pi. Lecture notes on data engineering and communications technologies (Online) . 2019.
IoT Based Air Pollution Detector Using Raspberry Pi [link] Paper link bibtex
Bolten, J. D.; Mohammed, I. N.; Srinivasan, R.; and Lakshmi, V. Improved Lower Mekong River Basin Hydrological Decision Making Using NASA Satellite-based Earth Observation Systems. Unknown Journal . 2019.
Improved Lower Mekong River Basin Hydrological Decision Making Using NASA Satellite-based Earth Observation Systems [link] Paper link bibtex
Zhang, R.; Kim, S.; Sharma, A. K.; and Lakshmi, V. Identifying Relative Strength of Three Remotely Sensed Soil Moisture Products Using A Model Combination Approach. AGUFM . 2019.
Identifying Relative Strength of Three Remotely Sensed Soil Moisture Products Using A Model Combination Approach [link] Paper link bibtex
Albarakat, R.; Lakshmi, V. ; and Le, M. Using time series of Meteorological and Normalized Difference Vegetation Index data for Monitoring Drought over Iraq. AGU Fall Meeting Abstracts . 2019.
Using time series of Meteorological and Normalized Difference Vegetation Index data for Monitoring Drought over Iraq. [link] Paper link bibtex
Le, M.; Lakshmi, V. ; Thanh, V. Q.; Hoang, H. M. T.; and Van, T. P. Assessment of hydrological processes in a polder of Mekong Delta using SWAT+ model. AGU Fall Meeting Abstracts . 2019.
Assessment of hydrological processes in a polder of Mekong Delta using SWAT+ model [link] Paper link bibtex
Shukla, A. K.; Ojha, C. S. P.; Garg, R.; Shukla, S. K.; Ramsankaran, R.; and Lakshmi, V. Evaluating Hydrological Response to Urbanization in Upper Ganga River Basin: A Watershed Modeling Approach. AGU Fall Meeting Abstracts . 2019.
Evaluating Hydrological Response to Urbanization in Upper Ganga River Basin: A Watershed Modeling Approach [link] Paper link bibtex
Oubeidillah, A.; Tootle, G. A.; and Lakshmi, V. IMPACTS OF BEETLE KILL ON MODELED STREAMFLOW RESPONSE IN THE NORTH PLATTE RIVER BASIN. Zenodo (CERN European Organization for Nuclear Research) . 2019.
IMPACTS OF BEETLE KILL ON MODELED STREAMFLOW RESPONSE IN THE NORTH PLATTE RIVER BASIN [link] Paper link bibtex
2018 (32)
Kim, H.; Parinussa, R.; Konings, A. G.; Wagner, W.; Cosh, M. H.; Lakshmi, V. ; Zohaib, M.; and Choi, M. Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products. Remote Sensing of Environment . 2018.
Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products [link] Paper link bibtex
Kim, H.; and Lakshmi, V. Use of Cyclone Global Navigation Satellite System (CyGNSS) Observations for Estimation of Soil Moisture. Geophysical research letters . 2018.
Use of Cyclone Global Navigation Satellite System (CyGNSS) Observations for Estimation of Soil Moisture [link] Paper link bibtex
Lakshmi, V. ; Fayne, J. V.; and Bolten, J. D. A comparative study of available water in the major river basins of the world. Journal of hydrology (Amsterdam) . 2018.
A comparative study of available water in the major river basins of the world [link] Paper link bibtex
Mondal, A.; Lakshmi, V. ; and Hashemi, H. Intercomparison of trend analysis of Multisatellite Monthly Precipitation Products and Gauge Measurements for River Basins of India. Journal of hydrology (Amsterdam) . 2018.
Intercomparison of trend analysis of Multisatellite Monthly Precipitation Products and Gauge Measurements for River Basins of India [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Srinivasan, R.; and Lakshmi, V. Improved Hydrological Decision Support System for the Lower Mekong River Basin Using Satellite-Based Earth Observations. Remote Sensing . 2018.
Improved Hydrological Decision Support System for the Lower Mekong River Basin Using Satellite-Based Earth Observations [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Srinivasan, R.; and Lakshmi, V. Satellite observations and modeling to understand the Lower Mekong River Basin streamflow variability. Journal of Hydrology . 2018.
Satellite observations and modeling to understand the Lower Mekong River Basin streamflow variability [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; and Jackson, T. J. AMSR2 Soil Moisture Downscaling Using Temperature and Vegetation Data. Remote sensing (Basel) . 2018.
AMSR2 Soil Moisture Downscaling Using Temperature and Vegetation Data [link] Paper link bibtex
Albarakat, R.; Lakshmi, V. ; and Tucker, C. J. Using Satellite Remote Sensing to Study the Impact of Climate and Anthropogenic Changes in the Mesopotamian Marshlands, Iraq. Remote sensing (Basel) . 2018.
Using Satellite Remote Sensing to Study the Impact of Climate and Anthropogenic Changes in the Mesopotamian Marshlands, Iraq [link] Paper link bibtex
Kundu, S.; Mondal, A.; Khare, D.; Hain, C.; and Lakshmi, V. Projecting Climate and Land Use Change Impacts on Actual Evapotranspiration for the Narmada River Basin in Central India in the Future. Remote sensing (Basel) . 2018.
Projecting Climate and Land Use Change Impacts on Actual Evapotranspiration for the Narmada River Basin in Central India in the Future [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Srinivasan, R.; Meechaiya, C.; Spruce, J. P.; and Lakshmi, V. Ground and satellite based observation datasets for the Lower Mekong River Basin. Data in brief . 2018.
Ground and satellite based observation datasets for the Lower Mekong River Basin [link] Paper link bibtex
Kumar, B.; and Lakshmi, V. Accessing the capability of TRMM 3B42 V7 to simulate streamflow during extreme rain events: Case study for a Himalayan River Basin. Journal of Earth System Science . 2018.
Accessing the capability of TRMM 3B42 V7 to simulate streamflow during extreme rain events: Case study for a Himalayan River Basin [link] Paper link bibtex
Spruce, J. P.; Bolten, J. D.; Srinivasan, R.; and Lakshmi, V. Developing Land Use Land Cover Maps for the Lower Mekong Basin to Aid Hydrologic Modeling and Basin Planning. Remote sensing (Basel) . 2018.
Developing Land Use Land Cover Maps for the Lower Mekong Basin to Aid Hydrologic Modeling and Basin Planning [link] Paper link bibtex
Gemitzi, A.; and Lakshmi, V. Estimating Groundwater Abstractions at the Aquifer Scale Using GRACE Observations. Geosciences (Basel) . 2018.
Estimating Groundwater Abstractions at the Aquifer Scale Using GRACE Observations [link] Paper link bibtex
Pathak, S.; Ojha, C. S. P.; Garg, R.; and Lakshmi, V. Urbanization and its Impact on Stormwa TER Runoff Potential Using Geospatial Tools. Unknown Journal . 2018.
Urbanization and its Impact on Stormwa TER Runoff Potential Using Geospatial Tools [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; and Jackson, T. J. Smap Radiometer Soil Moisture Downscaling in Conus. Unknown Journal . 2018.
Smap Radiometer Soil Moisture Downscaling in Conus [link] Paper link bibtex
Mohammed, I. N.; McDonald, S.; Meechaiya, C.; Chishtie, F.; Towashiraporn, P.; Srinivasan, R.; Lakshmi, V. ; and Bolten, J. D. NASA Satellite-based Earth Observation Systems and Hydrological Modeling Enhance Capacity Building in the Lower Mekong River Basin. Unknown Journal . 2018.
NASA Satellite-based Earth Observation Systems and Hydrological Modeling Enhance Capacity Building in the Lower Mekong River Basin [link] Paper link bibtex
Dandridge, C.; Fang, B.; Bolten, J. D.; and Lakshmi, V. Downscaling of SMAP enhanced soil moisture product in the Lower Mekong River Basin. AGUFM . 2018.
Downscaling of SMAP enhanced soil moisture product in the Lower Mekong River Basin [link] Paper link bibtex
Gemitzi, A.; and Lakshmi, V. Trends in vegetation changes over diverse land use environments over Greece using remote sensing data. EGUGA . 2018.
Trends in vegetation changes over diverse land use environments over Greece using remote sensing data [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; and Jackson, T. J. Downscaling SMAP radiometer soil moisture using land surface temperature and vegetation over CONUS. AGUFM . 2018.
Downscaling SMAP radiometer soil moisture using land surface temperature and vegetation over CONUS [link] Paper link bibtex
Mondal, A.; Guha, S.; Mishra, V. K.; and Lakshmi, V. Observed changes in long-duration droughts in major river basins in India. AGUFM . 2018.
Observed changes in long-duration droughts in major river basins in India [link] Paper link bibtex
Kansara, P.; and Lakshmi, V. Water quality and quantity assessment using SWAT in Ganga-Brahmaputra river basin. AGUFM . 2018.
Water quality and quantity assessment using SWAT in Ganga-Brahmaputra river basin [link] Paper link bibtex
Liu, P. W.; Bindlish, R.; Fang, B.; Lakshmi, V. ; O’Neill, P.; and Yang, Z. High-Spatial Resolution Soil Moisture from Integration of Spaceborne Observations for Agricultural Applications in the Western United States. AGUFM . 2018.
High-Spatial Resolution Soil Moisture from Integration of Spaceborne Observations for Agricultural Applications in the Western United States [link] Paper link bibtex
Pathak, S.; Ojha, C. S. P.; Garg, R.; and Lakshmi, V. WebGIS based representation of hotspots for Stormwater harvesting in Dehradun, India. Japan Geoscience Union . 2018.
WebGIS based representation of hotspots for Stormwater harvesting in Dehradun, India [link] Paper link bibtex
Chaudhari, D. J.; Mishra, V.; and Lakshmi, V. Satellite based water budget for river basins in India. AGUFM . 2018.
Satellite based water budget for river basins in India [link] Paper link bibtex
Mondal, A.; Hashemi, H.; and Lakshmi, V. Bias correction of long-term satellite based monthly precipitation product (TRMM 3B43) using Gauge based IMD data in India. AGUFM . 2018.
Bias correction of long-term satellite based monthly precipitation product (TRMM 3B43) using Gauge based IMD data in India [link] Paper link bibtex
van der Steeg, S.; Xu, H.; Torres, R.; Lakshmi, V. ; Sullivan, J. C.; and Viparelli, E. Through-bank Flooding of Floodplains. AGU Fall Meeting Abstracts . 2018.
Through-bank Flooding of Floodplains [link] Paper link bibtex
Alshammari, A.; Brantley, D.; Knapp, C. C.; Knapp, J. H.; and Lakshmi, V. Evaluation of Carbon Dioxide Sequestration in Southeastern United States Outer Continental Shelf. AGU Fall Meeting Abstracts . 2018.
Evaluation of Carbon Dioxide Sequestration in Southeastern United States Outer Continental Shelf. [link] Paper link bibtex
Senanayake, I. P.; Yeo, I.; Tangdamrongsub, N.; Willgoose, G.; Hancock, G.; Wells, T.; Fang, B.; and Lakshmi, V. Estimating Soil Moisture at High Spatial Resolution with Three Radiometric Satellite Products: A Study from a South-Eastern Australian Catchment. Unknown Journal . 2018.
Estimating Soil Moisture at High Spatial Resolution with Three Radiometric Satellite Products: A Study from a South-Eastern Australian Catchment [link] Paper link bibtex
Albarakat, R.; and Lakshmi, V. Evaluation of NDVI Downscaling 5-km AVHRR Growing Season based on Long Term of Landsat Images in Mesopotamian Marshlands, Iraq. AGU Fall Meeting Abstracts . 2018.
Evaluation of NDVI Downscaling 5-km AVHRR Growing Season based on Long Term of Landsat Images in Mesopotamian Marshlands, Iraq [link] Paper link bibtex
Xu, H.; van der Steeg, S.; Torres, R.; Sullivan, J. C.; Lakshmi, V. ; and Viparelli, E. Analyses of low-gradient floodplain topography and floodplain-surface channels by automatic LiDAR DEM processing. AGU Fall Meeting Abstracts . 2018.
Analyses of low-gradient floodplain topography and floodplain-surface channels by automatic LiDAR DEM processing [link] Paper link bibtex
Kundu, S.; Roy, C.; and Lakshmi, V. Estimation of actual evapotranspiration and projection of climate change impacts in India. AGU Fall Meeting Abstracts . 2018.
Estimation of actual evapotranspiration and projection of climate change impacts in India [link] Paper link bibtex
Mohammed, I. N.; Bolten, J. D.; Srinivasan, R.; and Lakshmi, V. Insights on streamflow variability in the Lower Mekong River Basin using in-situ observations, modeling and NASA satellite observations. EGU General Assembly Conference Abstracts . 2018.
Insights on streamflow variability in the Lower Mekong River Basin using in-situ observations, modeling and NASA satellite observations [link] Paper link bibtex
2017 (28)
Mohanty, B. P.; Cosh, M. H.; Lakshmi, V. ; and Montzka, C. Soil Moisture Remote Sensing: State-of-the-Science. Vadose Zone Journal . 2017.
Soil Moisture Remote Sensing: State-of-the-Science [link] Paper link bibtex
Hashemi, H.; Nordin, M.; Lakshmi, V. ; Huffman, G. J.; and Knight, R. Bias Correction of Long-Term Satellite Monthly Precipitation Product (TRMM 3B43) over the Conterminous United States. Journal of Hydrometeorology . 2017.
Bias Correction of Long-Term Satellite Monthly Precipitation Product (TRMM 3B43) over the Conterminous United States [link] Paper link bibtex
Fayne, J. V.; Bolten, J. D.; Doyle, C.; Fuhrmann, S.; Rice, M.; Houser, P. R.; and Lakshmi, V. Flood mapping in the lower Mekong River Basin using daily MODIS observations. International journal of remote sensing (Print) . 2017.
Flood mapping in the lower Mekong River Basin using daily MODIS observations [link] Paper link bibtex
Kumar, B.; Lakshmi, V. ; and Patra, K. C. Evaluating the Uncertainties in the SWAT Model Outputs due to DEM Grid Size and Resampling Techniques in a Large Himalayan River Basin. Journal of Hydrologic Engineering . 2017.
Evaluating the Uncertainties in the SWAT Model Outputs due to DEM Grid Size and Resampling Techniques in a Large Himalayan River Basin [link] Paper link bibtex
Kumar, B.; Patra, K. C.; and Lakshmi, V. Error in digital network and basin area delineation using d8 method: A case study in a sub-basin of the Ganga. Journal of The Geological Society of India . 2017.
Error in digital network and basin area delineation using d8 method: A case study in a sub-basin of the Ganga [link] Paper link bibtex
Gemitzi, A.; and Lakshmi, V. Evaluating Renewable Groundwater Stress with GRACE Data in Greece. Ground water . 2017.
Evaluating Renewable Groundwater Stress with GRACE Data in Greece [link] Paper link bibtex
Lakshmi, V. Remote Sensing of Hydrological Extremes. Springer remote sensing/photogrammetry (Print) . 2017.
Remote Sensing of Hydrological Extremes [link] Paper link bibtex
Sutton, J. R.; and Lakshmi, V. From Space to the Rocky Intertidal: Using NASA MODIS Sea Surface Temperature and NOAA Water Temperature to Predict Intertidal Logger Temperature. Remote Sensing . 2017.
From Space to the Rocky Intertidal: Using NASA MODIS Sea Surface Temperature and NOAA Water Temperature to Predict Intertidal Logger Temperature [link] Paper link bibtex
Lakshmi, V. Review. Unknown Journal . 2017.
Review [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; Jackson, T. J.; Cosh, M. H.; and Colliander, A. Passive/active microwave soil moisture disaggregation using SMAP data. Unknown Journal . 2017.
Passive/active microwave soil moisture disaggregation using SMAP data [link] Paper link bibtex
Hashemi, H.; Fayne, J. V.; Knight, R.; and Lakshmi, V. High-resolution Monthly Satellite Precipitation Product over the Conterminous United States. Unknown Journal . 2017.
High-resolution Monthly Satellite Precipitation Product over the Conterminous United States [pdf] Paper link bibtex
Goodrich, D. C.; Tan, J.; Petersen, W. A.; Unkrich, C.; Demaria, E. M.; Hazenberg, P.; and Lakshmi, V. GPM Precipitation Estimates over the Walnut Gulch Experimental Watershed/LTAR site in Southeastern Arizona. AGU Fall Meeting Abstracts . 2017.
GPM Precipitation Estimates over the Walnut Gulch Experimental Watershed/LTAR site in Southeastern Arizona [link] Paper link bibtex
Tootle, G. A.; Lakshmi, V. ; Therrell, M. D.; Huffaker, R.; and Elliott, E. Multi-decadal Decline of Southeast United States Streamflow. AGUFM . 2017.
Multi-decadal Decline of Southeast United States Streamflow [link] Paper link bibtex
Dandridge, C.; Lakshmi, V. ; Sutton, J. R.; and Bolten, J. D. Precipitation estimates and comparison of satellite rainfall data to in situ rain gauge observations to further develop the watershed-modeling capabilities for the Lower Mekong River Basin. AGU Fall Meeting Abstracts . 2017.
Precipitation estimates and comparison of satellite rainfall data to in situ rain gauge observations to further develop the watershed-modeling capabilities for the Lower Mekong River Basin [link] Paper link bibtex
Lakshmi, V. ; Sen, I. S.; and Mishra, G. P. Major and Trace Element Fluxes to the Ganges River: Significance of Small Flood Plain Tributary as Non-Point Pollution Source. AGU Fall Meeting Abstracts . 2017.
Major and Trace Element Fluxes to the Ganges River: Significance of Small Flood Plain Tributary as Non-Point Pollution Source [link] Paper link bibtex
Lakshmi, V. ; Le, M.; Sutton, J. R.; Bui, D. D.; and Bolten, J. D. Comparison between satellite precipitation product and observation rain gauges in the Red-Thai Binh River Basin. AGUFM . 2017.
Comparison between satellite precipitation product and observation rain gauges in the Red-Thai Binh River Basin [link] Paper link bibtex
Lakshmi, V. ; Gemitzi, A.; Eleftheriou, D.; Kalea, A.; Kalmintzis, G.; Kiachidis, K.; Koumadoraki, P.; Mpantasis, C.; Spathara, M. E.; Tsolaki, A.; and Tzampazidou, M. I. Annual and seasonal distribution of day and night Land Surface Temperature trend over Greece. AGUFM . 2017.
Annual and seasonal distribution of day and night Land Surface Temperature trend over Greece. [link] Paper link bibtex
barakat , R. H. R. A.; Lakshmi, V. ; and Tucker, C. J. Comparison and Evaluation of Long-Term NDVI product Derived from the NOAA AVHRR, MODIS and Landsat ETM+ Over the Mesopotamian Marshlands. AGU Fall Meeting Abstracts . 2017.
Comparison and Evaluation of Long-Term NDVI product Derived from the NOAA AVHRR, MODIS and Landsat ETM+ Over the Mesopotamian Marshlands. [link] Paper link bibtex
Ajami, H.; Sharma, A. K.; and Lakshmi, V. On the Fidelity of Semi-distributed Hydrologic Model Simulations for Large Scale Catchment Applications. AGUFM . 2017.
On the Fidelity of Semi-distributed Hydrologic Model Simulations for Large Scale Catchment Applications [link] Paper link bibtex
Sankarasubramanian, A.; Mazrooei, A.; Lakshmi, V. ; and Wood, A. Data Assimilation using observed streamflow and remotely-sensed soil moisture for improving sub-seasonal-to-seasonal forecasting. AGU Fall Meeting Abstracts . 2017.
Data Assimilation using observed streamflow and remotely-sensed soil moisture for improving sub-seasonal-to-seasonal forecasting [link] Paper link bibtex
Mondal, A.; Chandniha, S. K.; Lakshmi, V. ; Kundu, S.; and Hashemi, H. Comparison of Precipitation from Gauge and Tropical Rainfall Measurement Mission (TRMM) for River Basins of India. AGU Fall Meeting Abstracts . 2017.
Comparison of Precipitation from Gauge and Tropical Rainfall Measurement Mission (TRMM) for River Basins of India [link] Paper link bibtex
Flores, A. N.; Lakshmi, V. ; Albarakat, R.; and Maksimowicz, M. Characterizing Impacts of Land Grabbing on Terrestrial Vegetation and Ecohydrologic change in Mozambique through Multiple-sensor Remote Sensing and Models. AGUFM . 2017.
Characterizing Impacts of Land Grabbing on Terrestrial Vegetation and Ecohydrologic change in Mozambique through Multiple-sensor Remote Sensing and Models [link] Paper link bibtex
Lakshmi, V. ; Sutton, J. R.; and Bolten, J. D. Mapping Precipitation in the Lower Mekong River Basin and the U.S. Affiliated Pacific Islands. AGU Fall Meeting Abstracts . 2017.
Mapping Precipitation in the Lower Mekong River Basin and the U.S. Affiliated Pacific Islands [link] Paper link bibtex
Mondal, A.; Lakshmi, V. ; Jain, S. K.; and Kansara, P. Snow Cover Distribution and Variation using MODIS in the Himalayas of India. AGU Fall Meeting Abstracts . 2017.
Snow Cover Distribution and Variation using MODIS in the Himalayas of India [link] Paper link bibtex
Alshammari, A.; Brantley, D.; Knapp, C. C.; and Lakshmi, V. Impact of mineralization on carbon dioxide migration in term of critical value of fault permeability. AGU Fall Meeting Abstracts . 2017.
Impact of mineralization on carbon dioxide migration in term of critical value of fault permeability. [link] Paper link bibtex
Fang, B.; Lakshmi, V. ; Bindlish, R.; and Jackson, T. J. SMAP Radiometer Soil Moisture Downscaling in CONUS. AGU Fall Meeting Abstracts . 2017.
SMAP Radiometer Soil Moisture Downscaling in CONUS [link] Paper link bibtex
Kundu, S.; Khare, D.; Mondal, A.; Hain, C.; and Lakshmi, V. Landuse change impact on actual evapotranspiration using SEBAL and future changes. AGU Fall Meeting Abstracts . 2017.
Landuse change impact on actual evapotranspiration using SEBAL and future changes [link] Paper link bibtex
Gray, K. A.; Berry, P.; Pashin, J. C.; Meng, J.; Hills, D. J.; Jin, G.; McIntyre-Redden, M. R.; Ripepi, N.; Knapp, J. H.; Lakshmi, V. ; Knapp, C. C.; and Brantley, D. SOSRA Data Quality and Coverage Evaluation (Deliverable 4.2.a). OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) . 2017.
SOSRA Data Quality and Coverage Evaluation (Deliverable 4.2.a) [link] Paper link bibtex