Baptiste Dafflon

Affiliation: Lawrence Berkeley National Laboratory

ORCID: 0000-0001-9871-5650

Works: 41 total (22 publications, 19 datasets, 0 documents)

Local Knowledge Graph (Top 60 entities)

View in full graph →

Loading graph...

Works (41)

All (41)Publications (22)Datasets (19)

Sort:Date (Newest)Most Cited

Article

The role of snowmelt and subsurface heterogeneity in headwater hydrology of a mountainous catchment in Colorado: A model-data integration approach

2025Water Resources ResearchDOI: 10.1029/2025WR040651Cited 1 times

Article

Model and remote-sensing-guided experimental design and hypothesis generation for monitoring snow-soil–plant interactions

2024Frontiers in WaterDOI: 10.3389/frwa.2023.1220146Cited 4 times

Article

Variations in bedrock and vegetation cover modulate subsurface water flow dynamics of a mountainous hillslope

2024Water Resources ResearchDOI: 10.1029/2023WR036137Cited 16 times

Article

Advanced monitoring of soil-vegetation co-dynamics reveals the successive controls of snowmelt on soil moisture and on plant seasonal dynamics in a mountainous watershed

2023Frontiers in Earth ScienceDOI: 10.3389/feart.2023.976227

Cited 10 times

Article

A distributed temperature profiling system for vertically and laterally dense acquisition of soil and snow temperature

2022The CryosphereDOI: 10.5194/tc-16-719-2022Cited 39 times

Article

Surface parameters and bedrock properties covary across a mountainous watershed: Insights from machine learning and geophysics

2022Science AdvancesDOI: 10.1126/sciadv.abj2479Cited 29 times

Article

Imputation of contiguous gaps and extremes of subhourly groundwater time series using random forests

2022Journal of Machine Learning for Modeling and ComputingDOI: 10.1615/jmachlearnmodelcomput.2021038774Cited 31 times

Article

Three-Dimensional Surface Downwelling Longwave Radiation Clear-Sky Effects in the Upper Colorado River Basin

2022Geophysical Research LettersDOI: 10.1029/2021GL094605Cited 17 times

Article

Watershed zonation through hillslope clustering for tractably quantifying above-and below-ground watershed heterogeneity and functions

2022Hydrology and Earth System SciencesDOI: 10.5194/hess-26-429-2022Cited 48 times

Article

Sulfur Biogeochemical Cycling and Redox Dynamics in a Shale-Dominated Mountainous Watershed

2022Journal of Geophysical Research: BiogeosciencesDOI: 10.1029/2021jg006769Cited 19 times

Article

A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration

2021Hydrology and Earth Systems ScienceDOI: 10.5194/hess-25-6041-2021Cited 15 times

Article

A hybrid data-model approach to map soil thickness in mountain hillslopes

2021Earth Surface DynamicsDOI: 10.5194/esurf-9-1347-2021Cited 23 times

Article

Probabilistic Evaluation of Geoscientific Hypotheses With Geophysical Data. Application to Electrical Resistivity Imaging of a Fractured Bedrock Zone

2021Journal of Geophysical ResearchDOI: 10.1029/2021jb021767Cited 10 times

Article

Estimation of Evapotranspiration Rates and Root Water Uptake Profiles From Soil Moisture Sensor Array Data

2021Water Resources ResearchDOI: 10.1029/2021wr030747Cited 8 times

Article

Modeling the Impact of Riparian Hollows on River Corridor Nitrogen Exports

2021Frontiers in WaterDOI: 10.3389/frwa.2021.590314Cited 30 times

Article

Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem

2020Remote SensingDOI: 10.3390/rs12172733Cited 27 times

Article

Integrating airborne remote sensing and field campaigns for ecology and Earth system science

2020Methods in EcologyDOI: 10.1111/2041-210x.13463Cited 64 times

Article

Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High-Resolution Remote Sensing and Surface Geophysical Data

2019Journal of Geophysical Research: BiogeosciencesDOI: 10.1029/2018jg004394Cited 35 times

Article

Assessment of Spatiotemporal Variability of Evapotranspiration and Its Governing Factors in a Mountainous Watershed

2019WaterDOI: 10.3390/w11020243Cited 39 times

Article

Challenges in Building an End-to-End System for Acquisition, Management, and Integration of Diverse Data From Sensor Networks in Watersheds: Lessons From a Mountainous Community Observatory in East River, Colorado

2019IEEE AccessDOI: 10.1109/access.2019.2957793Cited 36 times

Article

Geochemical exports to river from the intra-meander hyporheic zone under transient hydrologic conditions: East River Mountainous Watershed, Colorado

2018Water Resources ResearchDOI: 10.1029/2018wr023377Cited 87 times

Article

The East River, Colorado, Watershed: A mountainous community testbed for improving predictive understanding of multiscale hydrological-biogeochemical dynamics

2018Vadose Zone JournalDOI: 10.2136/vzj2018.03.0061Cited 230 times