Faculty

Institution

Unit

Venue

Praveen Kumar

Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering

UIUC

Affiliations

The Grainger College of Engineering

Civil & Environmental Engineering

Department of Civil and Environmental Engineering

Praveen Kumar is currently serving as a Civil & Environmental Engineering Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering at Uiuc.

Honors

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Experiences

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Education

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Praveen Kumar

UIUC

Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering

You can click a keyword to filter the displayed items

earth science geography hydrology hydrological process environmental science hydrometeorology ecohydrology water resource management ecology environmental modelling climatology hydrological modeling climate change ecosystems meteorology geoscientific model development catchment scales earth system science hydrological sciences soil dynamics geophysical research climatic change soil moisture climate dynamics complex systems atmospheric research surface-water hydrology water science climate variability critical zone forest ecology water balance soil modeling system science forest ecosystems weather forecasting watershed management soil biogeochemical cycling climate modelling hydraulic research land degradation applied meteorology regional climate response wavelet theory synchronization protocol clock synchronization hydrological behaviour fluvial process canopy micrometeorology meteorological measurements temporal networks forest hydrology drylands agricultural water management climate forecasting crop growth modeling causal models causal reasoning ecological modelling terrestrial ecosystems summer monsoon climate projections hydraulic redistribution united states general circulation model leaf area topographic depressions soil organic carbon brown dog orthogonal wavelets wavelet analysis rainfall fluctuations bulk soil moisture full lsm hydrologic fluxes kinematic dispersion hydroinformatics critical zone science water resources water supply information theory machine learning

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns. Journal of Geophysical Research Machine Learning and Computation (2025)

Tarun AgrawalAllison GoodwellPraveen Kumar

hydroinformaticswater resource managementhydrologyhydrological processwater scienceflow‐gate lstm modelenvironmental fluid mechanicsdata scienceearth sciencewater resourceshydrological sciencessurface-water hydrologymachine learningstandard lstm modelhydrological modeling

Assessment of Different Frameworks for Addressing Climate Change Impact on Crop Production and Water Requirement. Water (2024)

Ranjeet K. JhaPrasanta K. KalitaPraveen KumarPaul C. DavidsonRajkumar Jat

environmental modellingclimatologygreenhouse gascrop growth modelingenvironmental sciencegreenhouse gas controlgeoscientific model developmentclimate-smart agriculturedifferent frameworksclimate modellingdssat resultsearth sciencecrop productionclimate changeagricultural economics

Drought-Induced Calcite Precipitation Promotes Co 2 Efflux From Rivers. Goldschmidt Abstracts (2024)

Jinyu WangJulien BouchezJennifer DruhanMatthew WinnickPraveen KumarAllison Goodwell

droughtdrought managementhydrologyecohydrologywater scienceenvironmental sciencebiogeochemistryhydrometeorologyhydrological processdrought risk managementearth sciencewater resourcescarbon sequestration

Earth Sciences Are the Model Sciences of the Anthropocene. Perspectives of Earth and Space Scientists (2024)

Daniel D. RichterSharon A. BillingsSusan L. BrantleyJerome GaillardetDaniel MarkewitzWilliam H. SchlesingerRonald AmundsonGail M. AshleyAllan R. BaconRoger C. BalesDan BinkleyZachary BrecheisenJulio Calvo‐AlvaradoNicolas CassarChelsea CliffordLouis A. DerryMatt EdgeworthMartha‐Cary EppesYing FanTerry A. FergusonMarie‐Anne de GraaffJo HandelsmanAlfred E. HarteminkKirsten HofmockelRichard J. HuggettEsteban G. JobbagyHyun Seok KimJagdish KrishnaswamyPraveen KumarSusan LozierLouis LuWilliam H. McDowellJohn R. McNeillNeung‐Hwan OhKatherine O’NeillMary E. PrendergastCurtis J. RichardsonJustin B. RichardsonPaul A. SchroederKate ScowChristina SiebeAaron ThompsonTimothy WhiteCathy L. WhitlockMarilyn Wolf

earth system scienceearth scientistsglobal changeremarkable homeearth sciencesgeographyhuman impacts on the environmentearth systemanthropoceneearth scienceglobal ecology

High-Frequency Major Ion Concentration of the Sangamon River From Riverlab (Aug 2021 – Jun 2023). HydroShare Resources (2024)

Jinyu WangJulien BouchezMatthew WinnickAllison GoodwellAshlee DerePraveen KumarJennifer Druhan

environmental engineeringwater qualitygroundwaterwater monitoringhydrologyhydrological processwater scienceenvironmental sciencesangamon riveraug 2021– jun 2023environmental monitoringwater pollutionsediment researchsediment-water interaction

Impact of Human Resources in Indian Oil Companies: Evolution, Challenges, and Future Trends. American Journal of Economics and Business Management (2024)

Praveen KumarNone SalmanNand Lal Sahu

strategic managementmanagementinternational human resource managementindian oil companieshuman resource managementhuman resourcesbusinesschanging workforcehuman capitalinternational managementemployee relationshuman resource developmentfuture human resourceinclusive work environment

Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns. Authorea (Authorea) (2024)

Tarun AgrawalAllison Eva GoodwellPraveen Kumar

predictive analyticshydroinformaticsneural network (machine learning)machine learningrecurrent neural networksstream solute predictionsnonlinear time seriesdata scienceapplied mathematicsmodified lstm modelhysteresis patternsforecasting

Insights Into Event-Based Critical-Zone Connectivity in an Intensively Managed Agricultural Landscape in the U.S Midwest. (2024)

Brian SaccardiJennifer DruhanBruce RhoadsLisa WelpAndrew StumpfAllison GoodwellNeal BlairAshlee DereMarian MusteTimothy FilleyErin BauerJames HakenLaura KeeferPraveen Kumar

critical zonedroughtwatershed managementwater resource managementhydrologyhydrological processenvironmental sciencegeographyhydrometeorologyevent-based critical-zone connectivityriver-suspended sediment samplersearth sciencewater resourcessurface-water hydrologyhydrological modeling

Nitrogen Allocation Modelling for Ecohydrological Application: Role of Photosynthetic Nitrogen in C4 Crops Under Climate Change. Authorea (Authorea) (2024)

Rohit NandanPraveen KumarDong WooJagarlapudi Adinarayana

leaf nitrogenenvironmental modellingglobal changephotosynthesisecosystemsagronomyenvironmental sciencebiogeochemistryplant physiologycrop growth modelingclimate changenitrogen allocationcrop physiologyecologyagricultural economics

Weathering Profiles and Solute Fluxes in Agricultural and Restored Prairie Soils of the Midwestern USA. Goldschmidt Abstracts (2024)

Ashlee DereBrian SaccardiLisa WelpPraveen KumarJennifer DruhanJames HakenJinyu WangErin BauerAndy Stumpf

solute fluxessoil dynamicssoilsoil restorationsoil scienceecosystemsagronomyenvironmental sciencegeographysoil propertiesmidwestern usaearth scienceprairie soilsland useplant soil

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Praveen Kumar

Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering

UIUC

Affiliations

The Grainger College of Engineering

Civil & Environmental Engineering

Department of Civil and Environmental Engineering

Praveen Kumar is currently serving as a Civil & Environmental Engineering Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Praveen Kumar

UIUC

Colonel Harry F and Frankie M Lovell Endowed Professor of Civil and Environmental Engineering

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns. Journal of Geophysical Research Machine Learning and Computation (2025)

Tarun AgrawalAllison GoodwellPraveen Kumar

Assessment of Different Frameworks for Addressing Climate Change Impact on Crop Production and Water Requirement. Water (2024)

Ranjeet K. JhaPrasanta K. KalitaPraveen KumarPaul C. DavidsonRajkumar Jat

Drought-Induced Calcite Precipitation Promotes Co 2 Efflux From Rivers. Goldschmidt Abstracts (2024)

Jinyu WangJulien BouchezJennifer DruhanMatthew WinnickPraveen KumarAllison Goodwell

Earth Sciences Are the Model Sciences of the Anthropocene. Perspectives of Earth and Space Scientists (2024)

earth system scienceearth scientistsglobal changeremarkable homeearth sciencesgeographyhuman impacts on the environmentearth systemanthropoceneearth scienceglobal ecology

High-Frequency Major Ion Concentration of the Sangamon River From Riverlab (Aug 2021 – Jun 2023). HydroShare Resources (2024)

Jinyu WangJulien BouchezMatthew WinnickAllison GoodwellAshlee DerePraveen KumarJennifer Druhan

Impact of Human Resources in Indian Oil Companies: Evolution, Challenges, and Future Trends. American Journal of Economics and Business Management (2024)

Praveen KumarNone SalmanNand Lal Sahu

Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns. Authorea (Authorea) (2024)

Tarun AgrawalAllison Eva GoodwellPraveen Kumar

Insights Into Event-Based Critical-Zone Connectivity in an Intensively Managed Agricultural Landscape in the U.S Midwest. (2024)

Brian SaccardiJennifer DruhanBruce RhoadsLisa WelpAndrew StumpfAllison GoodwellNeal BlairAshlee DereMarian MusteTimothy FilleyErin BauerJames HakenLaura KeeferPraveen Kumar

Nitrogen Allocation Modelling for Ecohydrological Application: Role of Photosynthetic Nitrogen in C4 Crops Under Climate Change. Authorea (Authorea) (2024)

Rohit NandanPraveen KumarDong WooJagarlapudi Adinarayana

Weathering Profiles and Solute Fluxes in Agricultural and Restored Prairie Soils of the Midwestern USA. Goldschmidt Abstracts (2024)

Ashlee DereBrian SaccardiLisa WelpPraveen KumarJennifer DruhanJames HakenJinyu WangErin BauerAndy Stumpf

solute fluxessoil dynamicssoilsoil restorationsoil scienceecosystemsagronomyenvironmental sciencegeographysoil propertiesmidwestern usaearth scienceprairie soilsland useplant soil

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