JGEA 2017
DOI: 10.21642/jgea.020203af
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Aggregation of Gridded Emulated Rainfed Crop Yield Projections at the National or Regional Level

Abstract: To estimate the impact of climate change on yields, researchers traditionally use process-based models or statistical models. To benefit from the capabilities of processed-based models while preserving the application simplicity of statistical models, Blanc and Sultan (2015) and Blanc (2017)

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Cited by 7 publications
(6 citation statements)
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“…So the distribution mode and time of eco-water diversion project is very important for the long-term stable and healthy development of plant. Moreover, as water availability pose serious constraints to irrigation (Elliott et al,2014;Blanc et al, 2017), key water demand stage of vegetation is a concern when distributing the time of eco-water diversion. Thus, it is necessary to follow the ecological characteristics and water demand process of vegetation, and making the hydrological processes consistent with ecological processes.…”
Section: Discussionmentioning
confidence: 99%
“…So the distribution mode and time of eco-water diversion project is very important for the long-term stable and healthy development of plant. Moreover, as water availability pose serious constraints to irrigation (Elliott et al,2014;Blanc et al, 2017), key water demand stage of vegetation is a concern when distributing the time of eco-water diversion. Thus, it is necessary to follow the ecological characteristics and water demand process of vegetation, and making the hydrological processes consistent with ecological processes.…”
Section: Discussionmentioning
confidence: 99%
“…crops&livest.'' Two models, pDSSAT and GEPIC, are site-based models applied at the global level, while the three others, LPJ-GUESS, LPJmL and PEGASUS, are global ecosystem models integrating site-based model mechanisms and parameters (Blanc, 2017a(Blanc, , 2017b. They estimate crop yields at a fine resolution (0.5 30.5 degree) globally by considering the detailed effect of weather (monthly, daily, or even hourly) on crop growth.…”
Section: Development Of Forcing Scenariosmentioning
confidence: 99%
“…In contrast, the median IPCC impact is negative for nearly all crops and all regions, with the exception being small increases in soybean yields in a couple of regions. 2014) and author's estimation using five crop emulators based on Blanc (2017aBlanc ( , 2017b We linearly interpolate yield changes from zero in 2020 to the 2050 median yield impacts for both IPCC and emulated GGCM scenarios when implemented in EPPA-Agriculture. Yield impacts on crops are applied in the model as a shock to land use productivity, and productivity impacts on livestock activities are applied as shocks to their total factor productivity.…”
Section: Extending Impacts To Livestockmentioning
confidence: 99%
“…1 Range of climate impacts on yields by 2050 from IPCC and GGCMs. Source: Author's compilation based on Porter et al (2014) and author's estimation using five crop emulators based onBlanc (2017aBlanc ( , 2017b…”
mentioning
confidence: 99%