The LeBauer ApproachTHE LEBAUER APPROACH
ServicesProjectsPublicationsAboutContact
Services Projects Publications About Get in touch
  • Recent & Upcoming Talks
    • Example Talk
  • Blog
    • Building a Data Science Support Team in Academia: People, Communication, Mission
    • TERRA-REF: Building the World's Largest Open-Access Plant Phenotyping Dataset
    • Open Data and Reusable Software: How We Connected Sensors, Traits, and Genomes in TERRA-REF
    • Bayesian Calibration for Ecosystem Models: A Practitioner's Guide
    • The Four Ts: Tools, Translators, Tutorials, and Templates for Sharing Agricultural Algorithms
    • Why Open Science Is a Competitive Advantage in Agriculture
    • Five Things I Learned Building Carbon MRV Pipelines
    • What I Mean by a Modeling Sprint
    • Site refresh: focused consulting MVP
  • Projects
    • MAGiC
    • PEcAn
    • Indigo CAR-SEP validation report
    • TERRA-REF
    • BETYdb
    • SIPNET
  • Blog
    • Site refresh: focused consulting MVP
  • Publications
    • CCT data science group procedures
    • Adoption of unoccupied aerial systems in agricultural research
    • Data and code from: Unoccupied aerial systems adoption in agricultural research
    • Predicting spring phenology in deciduous broadleaf forests: NEON phenology forecasting community challenge
    • Automating methods for estimating metabolite volatility
    • Early detection of drought stress in durum wheat using hyperspectral imaging and photosystem sensing
    • ESS-DIVE unoccupied aerial systems (UAS) reporting format v1
    • Increasing racial diversity in the north american plant phenotyping network through conference participation support
    • Bison-fly: an open-source UAV pipeline for plant breeding data collection
    • Data from: expanded potential growing region and yield increase for agave americana with future climate
    • Data-driven artificial intelligence for calibration of hyperspectral big data
    • Review and synthesis: the promise of big soil data, moving current practices towards future potential
    • Data and code from: on-farm land management strategies and production challenges in United States organic agricultural systems
    • What does TERRA-REF’s high resolution, multi sensor plant sensing public domain data offer the computer vision community?
    • Ten simple rules to cultivate transdisciplinary collaboration in data science
    • A reporting format for leaf-level gas exchange data and metadata
    • Expanded potential growing region and yield increase for agave americana with future climate
    • Global wheat head detection 2021: an improved dataset for benchmarking wheat head detection methods
    • On-farm land management strategies and production challenges in United States organic agricultural systems
    • An open, scalable, and flexible framework for automated aerial measurement of field experiments
    • Beyond ecosystem modeling: a roadmap to community cyberinfrastructure for ecological data-model integration
    • Exosphere - bringing the cloud closer
    • Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels
    • TERRA-REF, an open reference data set from high resolution genomics, phenomics, and imaging sensors. Dryad digital repository
    • Transforming ANOVA and regression statistics for meta-analysis
    • UAV-based sorghum growth monitoring: a comparative analysis of LIDAR and photogrammetry
    • BrAPI—an application programming interface for plant breeding applications
    • A new optical remote sensing technique for high-resolution mapping of soil moisture
    • Reply to: brazilian ethanol expansion subject to limitations
    • BETYdb: a yield, trait, and ecosystem service database applied to second‐generation bioenergy feedstock production
    • ForC: a global database of forest carbon stocks and fluxes
    • TERRA-REF data processing infrastructure
    • Brazilian sugarcane ethanol as an expandable green alternative to crude oil use
    • Root volume distribution of maturing perennial grasses revealed by correcting for minirhizotron surface effects
    • Biofuel ecophysiological traits and yields database (betydb, betydb.org)
    • Predictive ecosystem analyzer (PEcAn, pecanproject.org)
    • TERRA reference phenotyping platform database and computing pipeline (terraref.org)
    • Data and code from "nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed"
    • Carbon dynamics of mature and regrowth tropical forests derived from a pantropical database (TropForC-db)
    • Plants in silico : why, why now and what?—an integrative platform for plant systems biology research
    • Ten simple rules for digital data storage
    • A holistic workflow development for agricultural supply chain analysis: integration of meteorological forecasting, crop simulation, and supply chain optimization models
    • A physiological and biophysical model of coppice willow (salix spp.) production for the contiguous USA in current and future climate scenarios
    • BioCro crop productivity and ecosystem service simulation model
    • Ecosystem climate regulation services calculator
    • Shiitake cultivation on logs
    • Toward systems-level analysis of agricultural production from crassulacean acid metabolism (CAM): scaling from cell to commercial production
    • Light to liquid fuel: theoretical and realized energy conversion efficiency of plants using crassulacean acid metabolism (CAM) in arid conditions
    • A quantitative assessment of a terrestrial biosphere model's data needs across north american biomes
    • Ecophysiological screening of tree species for biomass production: trade‐off between production and water use
    • On improving the communication between models and data
    • Predicting yields of short‐rotation hybrid poplar (Populus spp.) for the United States through model–data synthesis
    • Facilitating feedbacks between field measurements and ecosystem models
    • Ecological cyberinfrastructure and HPC towards more accurately predicting future levels of greenhouse gases
    • Translating probability density functions : from R to BUGS and back again
    • Water in the energy industry: an introduction
    • Data entry workflow for the biofuel ecophysiological traits and yields database
    • Litter degradation rate and β-glucosidase activity increase with fungal diversity
    • A quantitative review comparing the yield of switchgrass in monocultures and mixtures in relation to climate and management factors
    • Biofuel ecophysiological traits and yields database (betydb)
    • Low levels of nitrogen addition stimulate decomposition by boreal forest fungi
    • Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed
    • Carbon balance of ecosystems under nitrogen enrichment
    • Application of real-time PCR to study effects of ammonium on population size of ammonia-oxidizing bacteria in soil
    • Consider Shiitake Cultivation!
    • Growing Pleurotus tuberregium
  • Publications
    • CCT data science group procedures
    • Adoption of unoccupied aerial systems in agricultural research
    • Data and code from: Unoccupied aerial systems adoption in agricultural research
    • Predicting spring phenology in deciduous broadleaf forests: NEON phenology forecasting community challenge
    • Automating methods for estimating metabolite volatility
    • Early detection of drought stress in durum wheat using hyperspectral imaging and photosystem sensing
    • ESS-DIVE unoccupied aerial systems (UAS) reporting format v1
    • Increasing racial diversity in the north american plant phenotyping network through conference participation support
    • Bison-fly: an open-source UAV pipeline for plant breeding data collection
    • Data from: expanded potential growing region and yield increase for agave americana with future climate
    • Data-driven artificial intelligence for calibration of hyperspectral big data
    • Review and synthesis: the promise of big soil data, moving current practices towards future potential
    • Data and code from: on-farm land management strategies and production challenges in United States organic agricultural systems
    • What does TERRA-REF’s high resolution, multi sensor plant sensing public domain data offer the computer vision community?
    • Ten simple rules to cultivate transdisciplinary collaboration in data science
    • A reporting format for leaf-level gas exchange data and metadata
    • Expanded potential growing region and yield increase for agave americana with future climate
    • Global wheat head detection 2021: an improved dataset for benchmarking wheat head detection methods
    • On-farm land management strategies and production challenges in United States organic agricultural systems
    • An open, scalable, and flexible framework for automated aerial measurement of field experiments
    • Beyond ecosystem modeling: a roadmap to community cyberinfrastructure for ecological data-model integration
    • Exosphere - bringing the cloud closer
    • Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels
    • TERRA-REF, an open reference data set from high resolution genomics, phenomics, and imaging sensors. Dryad digital repository
    • Transforming ANOVA and regression statistics for meta-analysis
    • UAV-based sorghum growth monitoring: a comparative analysis of LIDAR and photogrammetry
    • BrAPI—an application programming interface for plant breeding applications
    • A new optical remote sensing technique for high-resolution mapping of soil moisture
    • Reply to: brazilian ethanol expansion subject to limitations
    • BETYdb: a yield, trait, and ecosystem service database applied to second‐generation bioenergy feedstock production
    • ForC: a global database of forest carbon stocks and fluxes
    • TERRA-REF data processing infrastructure
    • Brazilian sugarcane ethanol as an expandable green alternative to crude oil use
    • Root volume distribution of maturing perennial grasses revealed by correcting for minirhizotron surface effects
    • Biofuel ecophysiological traits and yields database (betydb, betydb.org)
    • Predictive ecosystem analyzer (PEcAn, textlessa href=\"pecanproject.org\"textgreaterpecanproject.orgtextless/atextgreater)
    • TERRA reference phenotyping platform database and computing pipeline (textlessa href=\"terraref.org\"textgreaterterraref.orgtextless/atextgreater)
    • Data and code from \"nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed\"
    • Carbon dynamics of mature and regrowth tropical forests derived from a pantropical database ( textlessspan style=\"font-variant:small-caps;\"textgreaterTtextless/spantextgreater rop textlessspan style=\"font-variant:small-caps;\"textgreaterFtextless/spantextgreater or textlessspan style=\"font-variant:small-caps;\"textgreaterCtextless/spantextgreater ‐db)
    • Plants textitin silico : why, why now and what?—an integrative platform for plant systems biology research
    • Ten simple rules for digital data storage
    • A holistic workflow development for agricultural supply chain analysis: integration of meteorological forecasting, crop simulation, and supply chain optimization models
    • A physiological and biophysical model of coppice willow (salix spp.) production for the contiguous USA in current and future climate scenarios
    • BioCro crop productivity and ecosystem service simulation model
    • Ecosystem climate regulation services calculator
    • Shiitake cultivation on logs
    • Toward systems-level analysis of agricultural production from crassulacean acid metabolism (CAM): scaling from cell to commercial production
    • Light to liquid fuel: theoretical and realized energy conversion efficiency of plants using crassulacean acid metabolism (CAM) in arid conditions
    • A quantitative assessment of a terrestrial biosphere model's data needs across north american biomes
    • Ecophysiological screening of tree species for biomass production: trade‐off between production and water use
    • On improving the communication between models and data
    • Predicting yields of short‐rotation hybrid poplar ( textitpopulus spp.) for the United States through model–data synthesis
    • Facilitating feedbacks between field measurements and ecosystem models
    • Ecological cyberinfrastructure and HPC towards more accurately predicting future levels of greenhouse gases
    • Translating probability density functions : from R to BUGS and back again
    • Water in the energy industry: an introduction
    • Data entry workflow for the biofuel ecophysiological traits and yields database
    • Litter degradation rate and β-glucosidase activity increase with fungal diversity
    • A quantitative review comparing the yield of switchgrass in monocultures and mixtures in relation to climate and management factors
    • Biofuel ecophysiological traits and yields database (betydb)
    • Low levels of nitrogen addition stimulate decomposition by boreal forest fungi
    • Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed
    • Carbon balance of ecosystems under nitrogen enrichment
    • Application of real-time PCR to study effects of ammonium on population size of ammonia-oxidizing bacteria in soil
    • Consider shiitake cultivation!
    • Consider Shiitake Cultivation!
    • Growing textitpleurotus tuberregium
  • Experience
  • Recent & Upcoming Talks
    • Building a Data Science Support Team
    • Software to Streamline Sharing of Agricultural Algorithms and Data
    • Agriculture in the Digital Age: Challenges and Opportunities
  • Contact
  • David LeBauer, Ph.D.
  • Services

BioCro crop productivity and ecosystem service simulation model

Jan 1, 2015·
Fernando E Miguez
,
Deepak Jaiswal
,
David S LeBauer
,
Dan Wang
,
Justin McGrath
· 0 min read
URL DOI
Last updated on Jan 1, 2015

← A physiological and biophysical model of coppice willow (salix spp.) production for the contiguous USA in current and future climate scenarios Jan 1, 2015
Ecosystem climate regulation services calculator Jan 1, 2015 →
The LeBauer Approach THE LEBAUER APPROACH ECOSYSTEM MODELING · SOIL CARBON · CARBON MRV

Independent scientific consulting in ecosystem modeling, soil carbon, and carbon MRV.

Explore

Services Projects Publications About Contact

Contact

david@davidlebauer.com Book a call
© 2026 David LeBauer · The LeBauer Approach, LLC Content licensed CC BY-SA 4.0