ISIMIP2b GEPIC yield outputs: Anomalous values (NaN) in varying number of cells #12
issue
Jacob Schewe reported on March 23, 2022.
Anomalous values (not-a-number, NaN) were found in some of the model outputs, for both irrigated and rainfed potential yield; clustering around the Tibetan Plateau region, but also featuring some isolated NaN cells. The number and location of these cells changes over time. The following information was provided by the modeling group:
Intermittent NaNs should mostly occur in pixels with generally low temperatures, which keep the crop from maturing in most years. For mountainous regions, also an influence of soil data is not unlikely as the dominant soil in the fairly granular pixels is often very shallow and rocky, rendering crop growth feasible in the model only occasionally, e.g. in rather wet years.
Intermittent NaNs should mostly occur in pixels with generally low temperatures, which keep the crop from maturing in most years. For mountainous regions, also an influence of soil data is not unlikely as the dominant soil in the fairly granular pixels is often very shallow and rocky, rendering crop growth feasible in the model only occasionally, e.g. in rather wet years.
Details
Affected datasets can still be used for simulations or research.
Severity low
Status won't fix
- Versions
- all versions affected
- Impact model
- GEPIC
- Variable
- yield
- Irrigation
- Full irrigation, No irrigation (rainfed land)
- Simulation round
- ISIMIP2b
Affected datasets
There are 328 datasets affected by this issue. Here we only display the first 100 datasets. You can download a complete list of all the datasets, or files affected by this issue as JSON. Alternatively, can also download a list the files as a flat file suitable for Wget. You can use the search interface to further restrict your query.
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42.3 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-firr_global_annual
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41.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-noirr_global_annual
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40.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-firr_global_annual
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40.3 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-noirr_global_annual
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40.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-firr_global_annual
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40.2 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-noirr_global_annual
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45.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-firr_global_annual
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45.3 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-noirr_global_annual
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42.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-mai-firr_global_annual
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41.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-mai-noirr_global_annual
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41.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-ric-firr_global_annual
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41.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-ric-noirr_global_annual
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41.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-soy-firr_global_annual
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41.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-soy-noirr_global_annual
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46.0 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-whe-firr_global_annual
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45.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_2005co2_yield-whe-noirr_global_annual
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42.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-mai-firr_global_annual
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41.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-mai-noirr_global_annual
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41.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-ric-firr_global_annual
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41.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-ric-noirr_global_annual
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41.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-soy-firr_global_annual
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41.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-soy-noirr_global_annual
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46.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-whe-firr_global_annual
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45.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp26_2005soc_co2_yield-whe-noirr_global_annual
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43.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-mai-firr_global_annual
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41.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-mai-noirr_global_annual
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41.9 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-ric-firr_global_annual
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41.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-ric-noirr_global_annual
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41.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-soy-firr_global_annual
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41.3 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-soy-noirr_global_annual
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46.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-whe-firr_global_annual
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45.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_2005co2_yield-whe-noirr_global_annual
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43.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-mai-firr_global_annual
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41.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-mai-noirr_global_annual
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42.0 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-ric-firr_global_annual
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41.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-ric-noirr_global_annual
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41.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-soy-firr_global_annual
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41.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-soy-noirr_global_annual
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46.2 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-whe-firr_global_annual
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45.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m future 20200915gepic_gfdl-esm2m_ewembi_rcp60_2005soc_co2_yield-whe-noirr_global_annual
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28.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-mai-firr_global_annual
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27.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-mai-noirr_global_annual
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26.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-ric-firr_global_annual
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25.8 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-ric-noirr_global_annual
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25.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-soy-firr_global_annual
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25.2 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-soy-noirr_global_annual
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29.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-whe-firr_global_annual
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28.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_historical_2005soc_co2_yield-whe-noirr_global_annual
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28.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-firr_global_annual
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27.0 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-noirr_global_annual
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26.3 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-firr_global_annual
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25.6 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-noirr_global_annual
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25.2 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-firr_global_annual
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25.0 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-noirr_global_annual
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29.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-firr_global_annual
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28.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m historical 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-noirr_global_annual
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39.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-firr_global_annual
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37.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-mai-noirr_global_annual
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36.2 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-firr_global_annual
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35.1 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-ric-noirr_global_annual
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34.7 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-firr_global_annual
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34.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-soy-noirr_global_annual
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40.4 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-firr_global_annual
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39.5 MB ISIMIP2b OutputData agriculture gepic gfdl-esm2m pre-industrial 20200915gepic_gfdl-esm2m_ewembi_picontrol_2005soc_co2_yield-whe-noirr_global_annual
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42.1 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-mai-firr_global_annual
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41.0 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-mai-noirr_global_annual
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40.7 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-ric-firr_global_annual
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40.2 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-ric-noirr_global_annual
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40.5 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-soy-firr_global_annual
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40.2 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-soy-noirr_global_annual
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45.6 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-whe-firr_global_annual
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45.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_picontrol_2005soc_co2_yield-whe-noirr_global_annual
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43.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-mai-firr_global_annual
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42.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-mai-noirr_global_annual
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42.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-ric-firr_global_annual
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41.8 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-ric-noirr_global_annual
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42.1 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-soy-firr_global_annual
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41.8 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-soy-noirr_global_annual
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46.2 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-whe-firr_global_annual
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45.8 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_2005co2_yield-whe-noirr_global_annual
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43.4 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-mai-firr_global_annual
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42.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-mai-noirr_global_annual
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42.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-ric-firr_global_annual
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41.9 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-ric-noirr_global_annual
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42.1 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-soy-firr_global_annual
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41.9 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-soy-noirr_global_annual
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46.2 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-whe-firr_global_annual
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45.8 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp26_2005soc_co2_yield-whe-noirr_global_annual
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43.6 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-mai-firr_global_annual
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42.5 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-mai-noirr_global_annual
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42.6 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-ric-firr_global_annual
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42.1 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-ric-noirr_global_annual
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42.4 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-soy-firr_global_annual
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42.1 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-soy-noirr_global_annual
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46.3 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-whe-firr_global_annual
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45.7 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_2005co2_yield-whe-noirr_global_annual
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43.6 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_co2_yield-mai-firr_global_annual
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42.6 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_co2_yield-mai-noirr_global_annual
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42.7 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_co2_yield-ric-firr_global_annual
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42.2 MB ISIMIP2b OutputData agriculture gepic hadgem2-es future 20200915gepic_hadgem2-es_ewembi_rcp60_2005soc_co2_yield-ric-noirr_global_annual