Articles | Volume 2, issue 1
https://doi.org/10.5194/gi-2-165-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gi-2-165-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
The AmeriFlux data activity and data system: an evolving collection of data management techniques, tools, products and services
T. A. Boden
Oak Ridge National Laboratory, Carbon Dioxide Information Analysis Center, Oak Ridge, TN 37831-6290, USA
M. Krassovski
Oak Ridge National Laboratory, Carbon Dioxide Information Analysis Center, Oak Ridge, TN 37831-6290, USA
B. Yang
Oak Ridge National Laboratory, Carbon Dioxide Information Analysis Center, Oak Ridge, TN 37831-6290, USA
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Cited
45 citations as recorded by crossref.
- Modeling Monthly Evaporation in Different Climates Using ANN–COOT Hybrid Algorithm F. Alempour Rajabi et al.
- Agroecosystem research with big data and a modified scientific method using machine learning concepts M. Moran et al.
- Using radiative signatures to diagnose the cause of warming during the 2013–2014 Californian drought S. Wolf et al.
- Energy, water and carbon exchange over a perennial Kernza wheatgrass crop G. de Oliveira et al.
- Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles J. Poehls et al.
- Evaluating the effect of alternative carbon allocation schemes in a land surface model (CLM4.5) on carbon fluxes, pools, and turnover in temperate forests F. Montané et al.
- Estimating gross primary productivity of a tropical forest ecosystem over north-east India using LAI and meteorological variables P. Deb Burman et al.
- The NASA Carbon Airborne Flux Experiment (CARAFE): instrumentation and methodology G. Wolfe et al.
- Development of a Hybrid Algorithm for Temporal Normalization of Polar-Orbiting Satellite-Derived Land Surface Temperature W. Du et al.
- Comparison of the Efficiencies of the Prognostic Generalized Complementary Functions on Evaporation Estimation L. Wang et al.
- Model representation of the coupling between evapotranspiration and soil water content at different depths J. Qiu et al.
- Estimation of daily mean land surface temperature at global scale using pairs of daytime and nighttime MODIS instantaneous observations Z. Xing et al.
- Seamless terrestrial evapotranspiration estimation by machine learning models across the Contiguous United States Y. Zhao et al.
- The SCALEX Campaign: Scale-Crossing Land Surface and Boundary Layer Processes in the TERENO-preAlpine Observatory B. Wolf et al.
- A framework of coupling split-window and machine learning (SW-ML) for land surface temperature retrieval from MODIS thermal infrared data Y. Guan et al.
- Evaporation process modelling over northern Iran: application of an integrative data-intelligence model with the krill herd optimization algorithm A. Ashrafzadeh et al.
- Improved evapotranspiration estimation using the Penman-Monteith equation with a deep learning (DNN) model over the dry southwestern US: Comparison with ECOSTRESS, MODIS, and OpenET M. Jawad et al.
- Evaluating the Performance of Sentinel-3A OLCI Land Products for Gross Primary Productivity Estimation Using AmeriFlux Data Z. Zhang et al.
- The Niwot Ridge Subalpine Forest US-NR1 AmeriFlux site – Part 1: Data acquisition and site record-keeping S. Burns et al.
- A boreal forest model benchmarking dataset for North America: a case study with the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) B. Qu et al.
- MANNGA: A Robust Method for Gap Filling Meteorological Data T. Ventura et al.
- The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation J. Qiu et al.
- Accumulated soil moisture deficit better indicates the effect of soil water stress on light use efficiency of grasslands during drought years Z. Zhang et al.
- An interdisciplinary approach to better assess global change impacts and drought vulnerability on forest dynamics M. Abrams et al.
- SAPFLUXNET: towards a global database of sap flow measurements R. Poyatos et al.
- Partitioning Evapotranspiration into Green and Blue Water Sources in the Conterminous United States N. Velpuri & G. Senay
- Model‐data assimilation of multiple phenological observations to constrain and predict leaf area index T. Viskari et al.
- An Accurate Estimate of Monthly Mean Land Surface Temperatures from MODIS Clear-Sky Retrievals X. Chen et al.
- Dormant-Season Fire Inhibits Sixweeks Fescue and Enhances Forage Production in Shortgrass Steppe N. Dufek et al.
- Publishing Environmental Assessment and Management Science: Crossing the Hurdles R. Efroymson & M. Peterson
- Evaluation and comparison of multiple evapotranspiration data models over the contiguous United States: Implications for the next phase of NLDAS (NLDAS-Testbed) development B. Zhang et al.
- A framework for estimating actual evapotranspiration at weather stations without flux observations by combining data from MODIS and flux towers through a machine learning approach C. Zhang et al.
- Comprehensive evaluation of terrestrial evapotranspiration from different models under extreme condition over conterminous United States X. Yu et al.
- Short‐term favorable weather conditions are an important control of interannual variability in carbon and water fluxes J. Zscheischler et al.
- Warm spring reduced carbon cycle impact of the 2012 US summer drought S. Wolf et al.
- Opinion: The strength of long-term comprehensive observations to meet multiple grand challenges in different environments and in the atmosphere M. Kulmala et al.
- A new paradigm of quantifying ecosystem stress through chemical signatures B. Kravitz et al.
- Contrasting Physiological and Environmental Controls of Evapotranspiration over Kernza Perennial Crop, Annual Crops, and C4 and Mixed C3/C4 Grasslands C. Sutherlin et al.
- Impact of physical parameterizations and initial conditions on simulated atmospheric transport and CO2 mole fractions in the US Midwest L. Díaz-Isaac et al.
- Extending the SCOPE model to combine optical reflectance and soil moisture observations for remote sensing of ecosystem functioning under water stress conditions B. Bayat et al.
- Temporal Error Correlations in a Terrestrial Carbon Cycle Model Derived by Comparison to Carbon Dioxide Eddy Covariance Flux Tower Measurements D. Wesloh et al.
- Merged Observatory Data Files (MODFs): an integrated observational data product supporting process-oriented investigations and diagnostics T. Uttal et al.
- 100 Years of Progress in Atmospheric Observing Systems J. Stith et al.
- VCPNET: A new dataset to benchmark vegetation carbon phenology metrics X. Tang et al.
- Thermal infrared imaging of conifer leaf temperatures: Comparison to thermocouple measurements and assessment of environmental influences Y. Kim et al.
45 citations as recorded by crossref.
- Modeling Monthly Evaporation in Different Climates Using ANN–COOT Hybrid Algorithm F. Alempour Rajabi et al.
- Agroecosystem research with big data and a modified scientific method using machine learning concepts M. Moran et al.
- Using radiative signatures to diagnose the cause of warming during the 2013–2014 Californian drought S. Wolf et al.
- Energy, water and carbon exchange over a perennial Kernza wheatgrass crop G. de Oliveira et al.
- Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles J. Poehls et al.
- Evaluating the effect of alternative carbon allocation schemes in a land surface model (CLM4.5) on carbon fluxes, pools, and turnover in temperate forests F. Montané et al.
- Estimating gross primary productivity of a tropical forest ecosystem over north-east India using LAI and meteorological variables P. Deb Burman et al.
- The NASA Carbon Airborne Flux Experiment (CARAFE): instrumentation and methodology G. Wolfe et al.
- Development of a Hybrid Algorithm for Temporal Normalization of Polar-Orbiting Satellite-Derived Land Surface Temperature W. Du et al.
- Comparison of the Efficiencies of the Prognostic Generalized Complementary Functions on Evaporation Estimation L. Wang et al.
- Model representation of the coupling between evapotranspiration and soil water content at different depths J. Qiu et al.
- Estimation of daily mean land surface temperature at global scale using pairs of daytime and nighttime MODIS instantaneous observations Z. Xing et al.
- Seamless terrestrial evapotranspiration estimation by machine learning models across the Contiguous United States Y. Zhao et al.
- The SCALEX Campaign: Scale-Crossing Land Surface and Boundary Layer Processes in the TERENO-preAlpine Observatory B. Wolf et al.
- A framework of coupling split-window and machine learning (SW-ML) for land surface temperature retrieval from MODIS thermal infrared data Y. Guan et al.
- Evaporation process modelling over northern Iran: application of an integrative data-intelligence model with the krill herd optimization algorithm A. Ashrafzadeh et al.
- Improved evapotranspiration estimation using the Penman-Monteith equation with a deep learning (DNN) model over the dry southwestern US: Comparison with ECOSTRESS, MODIS, and OpenET M. Jawad et al.
- Evaluating the Performance of Sentinel-3A OLCI Land Products for Gross Primary Productivity Estimation Using AmeriFlux Data Z. Zhang et al.
- The Niwot Ridge Subalpine Forest US-NR1 AmeriFlux site – Part 1: Data acquisition and site record-keeping S. Burns et al.
- A boreal forest model benchmarking dataset for North America: a case study with the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) B. Qu et al.
- MANNGA: A Robust Method for Gap Filling Meteorological Data T. Ventura et al.
- The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation J. Qiu et al.
- Accumulated soil moisture deficit better indicates the effect of soil water stress on light use efficiency of grasslands during drought years Z. Zhang et al.
- An interdisciplinary approach to better assess global change impacts and drought vulnerability on forest dynamics M. Abrams et al.
- SAPFLUXNET: towards a global database of sap flow measurements R. Poyatos et al.
- Partitioning Evapotranspiration into Green and Blue Water Sources in the Conterminous United States N. Velpuri & G. Senay
- Model‐data assimilation of multiple phenological observations to constrain and predict leaf area index T. Viskari et al.
- An Accurate Estimate of Monthly Mean Land Surface Temperatures from MODIS Clear-Sky Retrievals X. Chen et al.
- Dormant-Season Fire Inhibits Sixweeks Fescue and Enhances Forage Production in Shortgrass Steppe N. Dufek et al.
- Publishing Environmental Assessment and Management Science: Crossing the Hurdles R. Efroymson & M. Peterson
- Evaluation and comparison of multiple evapotranspiration data models over the contiguous United States: Implications for the next phase of NLDAS (NLDAS-Testbed) development B. Zhang et al.
- A framework for estimating actual evapotranspiration at weather stations without flux observations by combining data from MODIS and flux towers through a machine learning approach C. Zhang et al.
- Comprehensive evaluation of terrestrial evapotranspiration from different models under extreme condition over conterminous United States X. Yu et al.
- Short‐term favorable weather conditions are an important control of interannual variability in carbon and water fluxes J. Zscheischler et al.
- Warm spring reduced carbon cycle impact of the 2012 US summer drought S. Wolf et al.
- Opinion: The strength of long-term comprehensive observations to meet multiple grand challenges in different environments and in the atmosphere M. Kulmala et al.
- A new paradigm of quantifying ecosystem stress through chemical signatures B. Kravitz et al.
- Contrasting Physiological and Environmental Controls of Evapotranspiration over Kernza Perennial Crop, Annual Crops, and C4 and Mixed C3/C4 Grasslands C. Sutherlin et al.
- Impact of physical parameterizations and initial conditions on simulated atmospheric transport and CO2 mole fractions in the US Midwest L. Díaz-Isaac et al.
- Extending the SCOPE model to combine optical reflectance and soil moisture observations for remote sensing of ecosystem functioning under water stress conditions B. Bayat et al.
- Temporal Error Correlations in a Terrestrial Carbon Cycle Model Derived by Comparison to Carbon Dioxide Eddy Covariance Flux Tower Measurements D. Wesloh et al.
- Merged Observatory Data Files (MODFs): an integrated observational data product supporting process-oriented investigations and diagnostics T. Uttal et al.
- 100 Years of Progress in Atmospheric Observing Systems J. Stith et al.
- VCPNET: A new dataset to benchmark vegetation carbon phenology metrics X. Tang et al.
- Thermal infrared imaging of conifer leaf temperatures: Comparison to thermocouple measurements and assessment of environmental influences Y. Kim et al.
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