David LeBauer

Work

The LeBauer Approach, LLC
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Principal Scientist

US

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University of Arizona
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Associate Data Scientist

US

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Indigo Ag
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Staff Scientist and Technical Lead, Model Validation and Calibration

US

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The University of Arizona
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Director of Data Science

US

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University of Illinois Urbana-Champaign
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Research Scientist

US

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Education

University of California Irvine
United States of America

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PhD

University of California Davis
United States of America

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MS

Duke University
United States of America

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BS

Publications

Remediating toxic elements with sunflower, hemp, castor bean, & bamboo: an open dataset of harmonized variables

Published by

Scientific Data

Summary

journal-article

Adoption of unoccupied aerial systems in agricultural research

Published by

The Plant Phenome Journal

Summary

journal-article

Predicting spring phenology in deciduous broadleaf forests: NEON phenology forecasting community challenge

Published by

Agricultural and Forest Meteorology

Summary

journal-article

Post-GWAS Prioritization of Genome–Phenome Association in Sorghum

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Agronomy

Summary

journal-article

Post-GWAS Prioritization of Genome–Phenome Association in Sorghum

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Agronomy

Summary

journal-article

Increasing racial diversity in the North American Plant Phenotyping Network through conference participation support

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The Plant Phenome Journal

Summary

journal-article

Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing

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Remote Sensing

Summary

journal-article

Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing

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Remote Sensing

Summary

journal-article

Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data

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IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Reviews and syntheses: The promise of big diverse soil data, moving current practices towards future potential

Published by

Biogeosciences

Summary

journal-article

Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Global wheat head detection 2021: An improved dataset for benchmarking wheat head detection methods

Published by

Plant Phenomics

Summary

journal-article

What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community?

Published by

Proceedings of the IEEE International Conference on Computer Vision

Summary

conference-paper

Beyond ecosystem modeling: A roadmap to community cyberinfrastructure for ecological data-model integration

Published by

Global Change Biology

Summary

journal-article

Expanded Potential Growing Region and Yield Increase for Agave americana with Future Climate

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Agronomy

Summary

journal-article

Expanded Potential Growing Region and Yield Increase for <i>Agave americana</i> with Future Climate

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Agronomy

Summary

journal-article

Expanded potential growing region and yield increase for Agave americana with future climate

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Agronomy

Summary

journal-article

Ten simple rules to cultivate transdisciplinary collaboration in data science

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PLOS Computational Biology

Summary

journal-article

Ten simple rules to cultivate transdisciplinary collaboration in data science

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PLoS Computational Biology

Summary

journal-article

A reporting format for leaf-level gas exchange data and metadata

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Ecological Informatics

Summary

journal-article

A reporting format for leaf-level gas exchange data and metadata

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Ecological Informatics

Summary

journal-article

On-farm land management strategies and production challenges in United States organic agricultural systems

Published by

Current Research in Environmental Sustainability

Summary

journal-article

An open, scalable, and flexible framework for automated aerial measurement of field experiments

Published by

Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping V

Summary

conference-paper

An open, scalable, and flexible framework for automated aerial measurement of field experiments

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Exosphere - Bringing the Cloud Closer

Published by

Proceedings of SuperCompCloud 2020: 3rd Workshop on Interoperability of Supercomputing and Cloud Technologies, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis

Summary

conference-paper

Beyond ecosystem modeling: A roadmap to community cyberinfrastructure for ecological data‐model integration

Published by

Global Change Biology

Summary

journal-article

Photographing Agave for 3D reconstruction using Structure From Motion v1

Summary

preprint

Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels

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Proceedings of the National Academy of Sciences

Summary

journal-article

Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels

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Proceedings of the National Academy of Sciences

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journal-article

Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels

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Proceedings of the National Academy of Sciences of the United States of America

Summary

journal-article

Data From: TERRA-REF, An open reference data set from high resolution genomics, phenomics, and imaging sensors

Published by

Dryad

Summary

data-set

Do androids dream of electric sorghum?: Predicting Phenotypes from Multi-Scale Genomic and Environmental Data using Neural Networks and Knowledge Graphs

Summary

other

UAV-BASED SORGHUM GROWTH MONITORING: A COMPARATIVE ANALYSIS OF LIDAR AND PHOTOGRAMMETRY

Published by

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

Uav-based sorghum growth monitoring: A comparative analysis of lidar and photogrammetry

Published by

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

conference-paper

An open, scalable, and flexible framework for automated aerial measurement of field experiments

Published by

Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping V

Summary

conference-paper

An open, scalable, and flexible framework for automated aerial measurement of field experiments

Published by

Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping V

Summary

other

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture

Published by

Frontiers in Big Data

Summary

journal-article

Seedling vigor

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protocols.io

Summary

journal-article

BrAPI - An application programming interface for plant breeding applications

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Bioinformatics

Summary

journal-article

Flavonol, Anthocyanin, and Chlorophyll Indices using a Force-A Dualiex Scientific+

Published by

protocols.io

Summary

journal-article

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture

Published by

Frontiers in Big Data

Summary

journal-article

Reply to: Brazilian ethanol expansion subject to limitations

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Nature Climate Change

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journal-article

Reply to: Brazilian ethanol expansion subject to limitations

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Nature Climate Change

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journal-article

Reply to: Brazilian ethanol expansion subject to limitations

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Nature Climate Change

Summary

journal-article

TERRA-REF Data Processing Infrastructure

Published by

Proceedings of the Practice and Experience on Advanced Research Computing

Summary

other

TERRA-REF data processing infrastructure

Published by

ACM International Conference Proceeding Series

Summary

conference-paper

TERRA-REF Data Processing Infrastructure

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Proceedings of the Practice and Experience on Advanced Research Computing

Summary

conference-paper

ForC: a global database of forest carbon stocks and fluxes

Published by

Ecology

Summary

journal-article

ForC: a global database of forest carbon stocks and fluxes

Published by

Ecology

Summary

journal-article

Flavonol, Anthocyanin, and Chlorophyll Indices using a Force-A Dualiex Scientific+ v1

Summary

preprint

BETYdb: a yield, trait, and ecosystem service database applied to second-generation bioenergy feedstock production

Published by

GCB Bioenergy

Summary

journal-article

Brazilian sugarcane ethanol as an expandable green alternative to crude oil use

Published by

Nature Climate Change

Summary

journal-article

PEcAn v1.5.1

Published by

Zenodo

Summary

software

Brazilian sugarcane ethanol as an expandable green alternative to crude oil use

Published by

Nature Climate Change

Summary

journal-article

Brazilian sugarcane ethanol as an expandable green alternative to crude oil use

Published by

Nature Climate Change

Summary

journal-article

Root volume distribution of maturing perennial grasses revealed by correcting for minirhizotron surface effects

Published by

Plant and Soil

Summary

journal-article

Root volume distribution of maturing perennial grasses revealed by correcting for minirhizotron surface effects

Published by

Plant and Soil

Summary

journal-article

BETYdb: a yield, trait, and ecosystem service database applied to second-generation bioenergy feedstock production

Published by

GCB Bioenergy

Summary

journal-article

Ten Simple Rules for Digital Data Storage

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PLOS Computational Biology

Summary

journal-article

Ten Simple Rules for Digital Data Storage

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PLoS Computational Biology

Summary

journal-article

Carbon dynamics of mature and regrowth tropical forests derived from a pantropical database (TropForC-db)

Published by

Global Change Biology

Summary

journal-article

Carbon dynamics of mature and regrowth tropical forests derived from a pantropical database (TropForC-db)

Published by

Global Change Biology

Summary

journal-article

Plants in silico: Why, why now and what?-an integrative platform for plant systems biology research

Published by

Plant, Cell and Environment

Summary

journal-article

A physiological and biophysical model of coppice willow (Salix spp.) production yields for the contiguous USA in current and future climate scenarios

Published by

Plant, Cell and Environment

Summary

journal-article

A holistic workflow development for agricultural supply chain analysis: Integration of meteorological forecasting, crop simulation, and supply chain optimization models

Published by

ASABE 1st Climate Change Symposium: Adaptation and Mitigation

Summary

conference-paper

Toward systems-level analysis of agricultural production from crassulacean acid metabolism (CAM): Scaling from cell to commercial production

Published by

New Phytologist

Summary

journal-article

Light to liquid fuel: Theoretical and realized energy conversion efficiency of plants using Crassulacean Acid Metabolism (CAM) in arid conditions

Published by

Journal of Experimental Botany

Summary

journal-article

A quantitative assessment of a terrestrial biosphere model's data needs across North American biomes

Published by

Journal of Geophysical Research: Biogeosciences

Summary

journal-article

Ecophysiological screening of tree species for biomass production: Trade-off between production and water use

Published by

Ecosphere

Summary

journal-article

Facilitating feedbacks between field measurements and ecosystem models

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Ecological Monographs

Summary

journal-article

On improving the communication between models and data

Published by

Plant Cell and Environment

Summary

journal-article

On improving the communication between models and data

Published by

Plant, Cell and Environment

Summary

journal-article

Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model-data synthesis

Published by

Ecological Applications

Summary

journal-article

Predicting yields of short-rotation hybrid poplar (Populus spp.) for the United States through model-data synthesis

Published by

Ecological Applications

Summary

journal-article

Translating probability density functions: From R to BUGS and back again

Published by

R Journal

Summary

journal-article

Ecophysiological screening of tree species for biomass production: trade-off between production and water use

Published by

Ecosphere

Summary

journal-article

Litter degradation rate and beta-glucosidase activity increase with fungal diversity

Published by

Canadian Journal of Forest Research-Revue Canadienne De Recherche Forestiere

Summary

journal-article

A quantitative review comparing the yield of switchgrass in monocultures and mixtures in relation to climate and management factors

Published by

Global Change Biology Bioenergy

Summary

journal-article

Litter degradation rate and β-glucosidase activity increase with fungal diversity

Published by

Canadian Journal of Forest Research

Summary

journal-article

Low levels of nitrogen addition stimulate decomposition by boreal forest fungi

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Soil Biology and Biochemistry

Summary

journal-article

Low levels of nitrogen addition stimulate decomposition by boreal forest fungi

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Soil Biology & Biochemistry

Summary

journal-article

Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed

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Ecology

Summary

journal-article

Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed

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Ecology

Summary

journal-article

Application of Real-Time PCR to Study Effects of Ammonium on Population Size of Ammonia-Oxidizing Bacteria in Soil

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Applied and Environmental Microbiology

Summary

journal-article

Application of real-time PCR to study effects of ammonium on population size of ammonia-oxidizing bacteria in soil

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Applied and Environmental Microbiology

Summary

journal-article