skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

This content will become publicly available on December 16, 2020

Title: Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale

Authors:
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]
  1. Delaware Geological SurveyUniversity of Delaware Newark DE USA
  2. Pacific Northwest National LaboratoryJoint Global Change Research Institute MD USA
  3. Department of GeographyUniversity of Delaware Newark DE USA
  4. Department of Plant and Soil SciencesUniversity of Delaware Newark DE USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1579755
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Global Biogeochemical Cycles
Additional Journal Information:
Journal Name: Global Biogeochemical Cycles; Journal ID: ISSN 0886-6236
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Warner, D. L., Bond‐Lamberty, B., Jian, J., Stell, E., and Vargas, R. Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale. United States: N. p., 2019. Web. doi:10.1029/2019GB006264.
Warner, D. L., Bond‐Lamberty, B., Jian, J., Stell, E., & Vargas, R. Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale. United States. doi:10.1029/2019GB006264.
Warner, D. L., Bond‐Lamberty, B., Jian, J., Stell, E., and Vargas, R. Tue . "Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale". United States. doi:10.1029/2019GB006264.
@article{osti_1579755,
title = {Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale},
author = {Warner, D. L. and Bond‐Lamberty, B. and Jian, J. and Stell, E. and Vargas, R.},
abstractNote = {},
doi = {10.1029/2019GB006264},
journal = {Global Biogeochemical Cycles},
number = ,
volume = ,
place = {United States},
year = {2019},
month = {12}
}

Journal Article:
Free Publicly Available Full Text
This content will become publicly available on December 16, 2020
Publisher's Version of Record

Save / Share:

Works referenced in this record:

Constraining estimates of global soil respiration by quantifying sources of variability
journal, June 2018

  • Jian, Jinshi; Steele, Meredith K.; Thomas, R. Quinn
  • Global Change Biology, Vol. 24, Issue 9
  • DOI: 10.1111/gcb.14301

Global Patterns and Predictions of Seafloor Biomass Using Random Forests
journal, December 2010


Quantifying aboveground forest carbon pools and fluxes from repeat LiDAR surveys
journal, August 2012


Global spatiotemporal distribution of soil respiration modeled using a global database
journal, January 2015


Underestimation of soil respiration in a desert ecosystem
journal, March 2018


New Techniques and Data for Understanding the Global Soil Respiration Flux
journal, September 2018


Transparent and feasible uncertainty assessment adds value to applied ecosystem services modeling
journal, October 2018


A Satellite-Based Model for Simulating Ecosystem Respiration in the Tibetan and Inner Mongolian Grasslands
journal, January 2018

  • Ge, Rong; He, Honglin; Ren, Xiaoli
  • Remote Sensing, Vol. 10, Issue 2
  • DOI: 10.3390/rs10010149

Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms
journal, January 2016

  • Tramontana, Gianluca; Jung, Martin; Schwalm, Christopher R.
  • Biogeosciences, Vol. 13, Issue 14
  • DOI: 10.5194/bg-13-4291-2016

Trends and methodological impacts in soil CO2 efflux partitioning: A metaanalytical review
journal, June 2006


An analysis of soil respiration across northern hemisphere temperate ecosystems
journal, March 2005


Hot spots, hot moments, and spatio-temporal controls on soil CO2 efflux in a water-limited ecosystem
journal, October 2014


The sensitivity of soil respiration to soil temperature, moisture, and carbon supply at the global scale
journal, October 2016

  • Hursh, Andrew; Ballantyne, Ashley; Cooper, Leila
  • Global Change Biology, Vol. 23, Issue 5
  • DOI: 10.1111/gcb.13489

A global database of soil respiration data
journal, January 2010


Precipitation thresholds regulate net carbon exchange at the continental scale
journal, September 2018


A Large and Persistent Carbon Sink in the World's Forests
journal, July 2011


Topographic variation in heterotrophic and autotrophic soil respiration in a tropical seasonal forest in Thailand
journal, June 2011

  • Takahashi, Masamichi; Hirai, Keizo; Limtong, Pitayakon
  • Soil Science and Plant Nutrition, Vol. 57, Issue 3
  • DOI: 10.1080/00380768.2011.589363

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas: NEW CLIMATE SURFACES FOR GLOBAL LAND AREAS
journal, May 2017

  • Fick, Stephen E.; Hijmans, Robert J.
  • International Journal of Climatology, Vol. 37, Issue 12
  • DOI: 10.1002/joc.5086

Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle
journal, May 2014

  • Poulter, Benjamin; Frank, David; Ciais, Philippe
  • Nature, Vol. 509, Issue 7502
  • DOI: 10.1038/nature13376

Global patterns of carbon dioxide emissions from soils
journal, March 1995

  • Raich, James W.; Potter, Christopher S.
  • Global Biogeochemical Cycles, Vol. 9, Issue 1
  • DOI: 10.1029/94GB02723

Managing uncertainty in soil carbon feedbacks to climate change
journal, July 2016

  • Bradford, Mark A.; Wieder, William R.; Bonan, Gordon B.
  • Nature Climate Change, Vol. 6, Issue 8
  • DOI: 10.1038/nclimate3071

Globally rising soil heterotrophic respiration over recent decades
journal, August 2018


Soil respiration at mean annual temperature predicts annual total across vegetation types and biomes
journal, January 2010


The value of soil respiration measurements for interpreting and modeling terrestrial carbon cycling
journal, November 2016

  • Phillips, Claire L.; Bond-Lamberty, Ben; Desai, Ankur R.
  • Plant and Soil, Vol. 413, Issue 1-2
  • DOI: 10.1007/s11104-016-3084-x

Landscape structure, groundwater dynamics, and soil water content influence soil respiration across riparian-hillslope transitions in the Tenderfoot Creek Experimental Forest, Montana
journal, October 2010

  • Pacific, Vincent J.; McGlynn, Brian L.; Riveros-Iregui, Diego A.
  • Hydrological Processes, Vol. 25, Issue 5
  • DOI: 10.1002/hyp.7870

Global Carbon Budget 2017
journal, January 2018

  • Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
  • Earth System Science Data, Vol. 10, Issue 1
  • DOI: 10.5194/essd-10-405-2018

Variable selection using random forests
journal, October 2010

  • Genuer, Robin; Poggi, Jean-Michel; Tuleau-Malot, Christine
  • Pattern Recognition Letters, Vol. 31, Issue 14
  • DOI: 10.1016/j.patrec.2010.03.014

Development and validation of a global database of lakes, reservoirs and wetlands
journal, August 2004


How a hurricane disturbance influences extreme CO 2 fluxes and variance in a tropical forest
journal, September 2012


Looking deeper into the soil: biophysical controls and seasonal lags of soil CO 2 production and efflux
journal, September 2010

  • Vargas, Rodrigo; Baldocchi, Dennis D.; Allen, Michael F.
  • Ecological Applications, Vol. 20, Issue 6
  • DOI: 10.1890/09-0693.1

Spatiotemporal patterns of terrestrial gross primary production: A review: GPP Spatiotemporal Patterns
journal, August 2015

  • Anav, Alessandro; Friedlingstein, Pierre; Beer, Christian
  • Reviews of Geophysics, Vol. 53, Issue 3
  • DOI: 10.1002/2015RG000483

Temperature sensitivity of soil carbon decomposition and feedbacks to climate change
journal, March 2006


Upscaling soil-atmosphere CO2 and CH4 fluxes across a topographically complex forested landscape
journal, January 2019


Deep learning and process understanding for data-driven Earth system science
journal, February 2019


Model prediction of biome-specific global soil respiration from 1960 to 2012: BIOME-SPECIFIC GLOBAL RESPIRATION
journal, July 2017

  • Zhao, Zhengyong; Peng, Changhui; Yang, Qi
  • Earth's Future, Vol. 5, Issue 7
  • DOI: 10.1002/2016EF000480

Soil microbial respiration from observations and Earth System Models
journal, September 2013


Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature
journal, January 2014


Heterotrophic respiration in disturbed forests: A review with examples from North America
journal, January 2011

  • Harmon, Mark E.; Bond-Lamberty, Ben; Tang, Jianwu
  • Journal of Geophysical Research, Vol. 116
  • DOI: 10.1029/2010JG001495

Carbon cycling and storage in world forests: biome patterns related to forest age
journal, December 2004


A global relationship between the heterotrophic and autotrophic components of soil respiration?
journal, October 2004


Global annual soil respiration in relation to climate, soil properties and vegetation characteristics: Summary of available data
journal, November 2014


Estimating heterotrophic respiration at large scales: challenges, approaches, and next steps
journal, June 2016

  • Bond‐Lamberty, Ben; Epron, Daniel; Harden, Jennifer
  • Ecosphere, Vol. 7, Issue 6
  • DOI: 10.1002/ecs2.1380

Erratum: The role of satellite remote sensing in climate change studies
journal, October 2013


Estimation of global soil respiration by accounting for land-use changes derived from remote sensing data
journal, September 2017


Sensitivity of atmospheric CO2 growth rate to observed changes in terrestrial water storage
journal, August 2018


The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink
journal, May 2015


Temporal variations of fluxes of NO, NO 2 , N 2 O, CO 2 , and CH 4 in a tropical rain forest ecosystem : N- AND C-TRACE GAS FLUXES IN TROPICAL RAINFORESTS
journal, August 2004

  • Butterbach-Bahl, Klaus; Kock, Martin; Willibald, Georg
  • Global Biogeochemical Cycles, Vol. 18, Issue 3
  • DOI: 10.1029/2004GB002243

Hot-Moments of Soil CO2 Efflux in a Water-Limited Grassland
journal, August 2018

  • Vargas, Rodrigo; Sánchez-Cañete P., Enrique; Serrano-Ortiz, Penélope
  • Soil Systems, Vol. 2, Issue 3
  • DOI: 10.3390/soilsystems2030047

Constrained partitioning of autotrophic and heterotrophic respiration reduces model uncertainties of forest ecosystem carbon fluxes but not stocks: PARTITIONING RESPIRATION
journal, September 2016

  • Carbone, Mariah S.; Richardson, Andrew D.; Chen, Min
  • Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 9
  • DOI: 10.1002/2016JG003386

Random Forests
journal, January 2001


Reconciling inconsistencies in precipitation-productivity relationships: implications for climate change
journal, December 2016

  • Knapp, Alan K.; Ciais, Philippe; Smith, Melinda D.
  • New Phytologist, Vol. 214, Issue 1
  • DOI: 10.1111/nph.14381

Machine learning in geosciences and remote sensing
journal, January 2016


Temperature-associated increases in the global soil respiration record
journal, March 2010


Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations
journal, January 2011

  • Jung, Martin; Reichstein, Markus; Margolis, Hank A.
  • Journal of Geophysical Research, Vol. 116
  • DOI: 10.1029/2010JG001566