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Title: Adjusting climate model bias for agricultural impact assessment: How to cut the mustard

Journal Article · · Climate Services
 [1];  [2];  [3];  [4];  [5];  [3];  [6];  [3];  [7];  [7];  [8];  [9];  [10];  [9];  [8];  [11];  [12];  [13];  [14];  [3] more »;  [3];  [5];  [3] « less
  1. Joint Research Centre (JRC), Ispra (Italy). European Commission; OSTI
  2. Environment and Climate Change Canada (Canada)
  3. Joint Research Centre (JRC), Ispra (Italy). European Commission
  4. Danish Meteorological Inst. (Denmark)
  5. Laboratoire des Science du Climat et de l’Environnement (LSCE/IPSL) (France)
  6. Catalan Institution for Research and Advanced Studies (ICREA) (Spain); Barcelona Supercomputing Center (BSC-CNS) (Spain)
  7. Spanish National Research Council (CSIC) (Spain)
  8. Univ. of Graz (Austria). Wegener Center for Climate and Global Change
  9. European Food Safety Authority (Italy)
  10. The Climate Data Factory, Paris (France)
  11. National Center for Atmospheric Research (NCAR) (United States)
  12. Swedish Meteorological and Hydrological Inst. (SMHI) (Sweden)
  13. Univ. of Naples “Parthenope” (Italy)
  14. Univ. of Castilla-La Mancha (UCLM) (Spain)

The growing conditions and key plant physiological processes of the most important staple crops for the human and animal food chains depend on climate conditions and are affected by climate extremes such as heat stress and drought.

Research Organization:
Iowa State Univ., Ames, IA (United States)
Sponsoring Organization:
French National Research Agency (ANR); USDOD; USDOE Office of Science (SC)
Grant/Contract Number:
SC0016438
OSTI ID:
1816901
Journal Information:
Climate Services, Journal Name: Climate Services Journal Issue: C Vol. 13; ISSN 2405-8807
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (65)

Attributing extreme fire risk in Western Canada to human emissions journal July 2017
Broadening the scope for ecoclimatic indicators to assess crop climate suitability according to ecophysiological, technical and quality criteria journal July 2015
Simulation of maize yield in current and changed climatic conditions: Addressing modelling uncertainties and the importance of bias correction in climate model simulations journal February 2012
Evaluation and uncertainty estimation of the impact of air quality modelling on crop yields and premature deaths using a multi-model ensemble journal August 2018
Nonstationary probabilistic downscaling of extreme precipitation journal January 2011
Bias correction of the ENSEMBLES high-resolution climate change projections for use by impact models: Evaluation on the present climate journal January 2011
Multiscale spatial recorrelation of RCM precipitation to produce unbiased climate change scenarios over large areas and small journal September 2012
Two dimensional bias correction of temperature and precipitation copulas in climate models journal October 2012
Land-surface initialisation improves seasonal climate prediction skill for maize yield forecast journal January 2018
N-dimensional probability density function transfer and its application to color transfer conference January 2005
Greater Sensitivity to Drought Accompanies Maize Yield Increase in the U.S. Midwest journal May 2014
Hot European Summers and the Role of Soil Moisture in the Propagation of Mediterranean Drought journal September 2009
Is bias correction of regional climate model (RCM) simulations possible for non-stationary conditions? journal January 2013
Variability of extreme precipitation over Europe and its relationships with teleconnection patterns journal January 2013
Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment journal January 2012
Stochastic bias correction of dynamically downscaled precipitation fields for Germany through Copula-based integration of gridded observation data text January 2015
Projections of climate change indices of temperature and precipitation from an ensemble of bias-adjusted high-resolution EURO-CORDEX regional climate models: BIAS-ADJUSTED CLIMATE CHANGE INDICES journal May 2016
Will Half a Degree Make a Difference? Robust Projections of Indices of Mean and Extreme Climate in Europe Under 1.5°C, 2°C, and 3°C Global Warming journal January 2018
Multivariate distribution correction of climate model outputs: A generalization of quantile mapping approaches: Multivariate distribution correction of climate model outputs journal July 2017
Probabilistic downscaling of GCM scenarios over southern India: Probabilistic downscaling of gcm scenarios over southern India journal May 2012
Climate variability and trends in downscaled high-resolution simulations and projections over Metropolitan France journal December 2012
Impact of land-surface initialization on sub-seasonal to seasonal forecasts over Europe journal November 2015
Multivariate quantile mapping bias correction: an N-dimensional probability density function transform for climate model simulations of multiple variables journal March 2017
Comparing correction methods of RCM outputs for improving crop impact projections in the Iberian Peninsula for 21st century journal October 2015
Attributing extreme fire risk in Western Canada to human emissions journal July 2017
Bias Correcting Climate Change Simulations - a Critical Review journal October 2016
Calibration and bias correction of climate projections for crop modelling: An idealised case study over Europe journal March 2013
Broadening the scope for ecoclimatic indicators to assess crop climate suitability according to ecophysiological, technical and quality criteria journal July 2015
Linking crop yield anomalies to large-scale atmospheric circulation in Europe journal June 2017
Automated colour grading using colour distribution transfer journal July 2007
Simulation of maize yield in current and changed climatic conditions: Addressing modelling uncertainties and the importance of bias correction in climate model simulations journal February 2012
Crop modelling for integrated assessment of risk to food production from climate change journal October 2015
Correcting for systematic biases in multiple raw GCM variables across a range of timescales journal January 2015
Evaluation and uncertainty estimation of the impact of air quality modelling on crop yields and premature deaths using a multi-model ensemble journal August 2018
Nonstationary probabilistic downscaling of extreme precipitation journal January 2011
A nesting model for bias correction of variability at multiple time scales in general circulation model precipitation simulations: NESTED BIAS CORRECTION OF GCM journal January 2012
Multiscale spatial recorrelation of RCM precipitation to produce unbiased climate change scenarios over large areas and small journal September 2012
Two dimensional bias correction of temperature and precipitation copulas in climate models journal October 2012
Bias correction of the ENSEMBLES high resolution climate change projections for use by impact models: Analysis of the climate change signal: BIAS CORRECTING THE ENSEMBLES A1B RUNS journal September 2012
Towards process-informed bias correction of climate change simulations journal November 2017
Responses of crop yield growth to global temperature and socioeconomic changes journal August 2017
Land-surface initialisation improves seasonal climate prediction skill for maize yield forecast journal January 2018
Hot days induced by precipitation deficits at the global scale journal July 2012
Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison journal December 2013
Wheat yield loss attributable to heat waves, drought and water excess at the global, national and subnational scales journal June 2017
Crop responses to climatic variation journal October 2005
N-dimensional probability density function transfer and its application to color transfer conference January 2005
Putting mechanisms into crop production models: Putting mechanisms into crop production models journal May 2013
Climate Trends and Global Crop Production Since 1980 journal May 2011
Greater Sensitivity to Drought Accompanies Maize Yield Increase in the U.S. Midwest journal May 2014
Hot European Summers and the Role of Soil Moisture in the Propagation of Mediterranean Drought journal September 2009
Multivariate—Intervariable, Spatial, and Temporal—Bias Correction* journal December 2014
A Multivariate Quantile-Matching Bias Correction Approach with Auto- and Cross-Dependence across Multiple Time Scales: Implications for Downscaling journal April 2016
Multivariate Bias Correction of Climate Model Output: Matching Marginal Distributions and Intervariable Dependence Structure journal October 2016
Distribution-based scaling to improve usability of regional climate model projections for hydrological climate change impacts studies journal April 2010
Evaluating the Predictive and Explanatory Value of Atmospheric Numerical Models: Between Relativism and Objectivism journal April 2008
Multisite and multivariate GCM downscaling using a distribution-free shuffle procedure for correlation reconstruction journal May 2017
Est modus in rebus: analytical properties of multi-model ensembles journal January 2009
What is the importance of climate model bias when projecting the impacts of climate change on land surface processes? journal January 2014
Is bias correction of regional climate model (RCM) simulations possible for non-stationary conditions? journal January 2013
Variability of extreme precipitation over Europe and its relationships with teleconnection patterns journal January 2014
Stochastic bias correction of dynamically downscaled precipitation fields for Germany through Copula-based integration of gridded observation data journal January 2015
Multivariate bias adjustment of high-dimensional climate simulations: the Rank Resampling for Distributions and Dependences (R2D2) bias correction journal January 2018
Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment journal January 2012
Statistical downscaling of the French Mediterranean climate: assessment for present and projection in an anthropogenic scenario journal January 2012

Cited By (2)

Configuration and intercomparison of deep learning neural models for statistical downscaling journal January 2020
Time Scale Decomposition of Climate and Correction of Variability Using Synthetic Samples of Stable Distributions journal May 2019