input
array 3D | target
float64 -0.65
3.97
| year
uint16 1.95k
2.1k
|
|---|---|---|
[[[0.9193608164787292,0.9396263957023621,0.9584081172943115,0.9740926623344421,0.98772794008255,1.00(...TRUNCATED) | -0.457338 | 1,950 |
[[[0.5163119435310364,0.5215768814086914,0.5272942185401917,0.531779408454895,0.5353468060493469,0.5(...TRUNCATED) | -0.457338 | 1,950 |
[[[0.37912216782569885,0.305806040763855,0.2545948326587677,0.2352035641670227,0.2132115662097931,0.(...TRUNCATED) | -0.457338 | 1,950 |
[[[0.5531724095344543,0.5750724673271179,0.5946888327598572,0.6517778038978577,0.6753436923027039,0.(...TRUNCATED) | -0.457338 | 1,950 |
[[[-0.36941853165626526,-0.3216995298862457,-0.28519630432128906,-0.15576879680156708,-0.09928330779(...TRUNCATED) | -0.457338 | 1,950 |
[[[-0.8821747303009033,-0.8737177848815918,-0.8662599921226501,-0.8569775819778442,-0.84793221950531(...TRUNCATED) | -0.457338 | 1,950 |
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[[[0.04492573440074921,0.002251463709399104,-0.017570465803146362,-0.024173615500330925,-0.025964701(...TRUNCATED) | -0.457338 | 1,950 |
[[[-0.8767812252044678,-0.8867502808570862,-0.8988174200057983,-0.9110445976257324,-0.92320841550827(...TRUNCATED) | -0.457338 | 1,950 |
[[[2.4338555335998535,2.42588210105896,2.4198343753814697,2.413334369659424,2.406836748123169,2.4006(...TRUNCATED) | -0.457338 | 1,950 |
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
Details:
ClimDetect combines daily 2m surface temperature (‘tas’), 2m specific humidity (‘huss’) and total precipitation (‘pr’) from CMIP6 historical and ScenarioMIP (ssp245 and ssp370) experiments (Eyring et al. 2016).
See Clim_Detect_ds_info.csv for CMIP6 models and their data references. From the original CMIP6* model output, daily snapshots are chosen, sub-sampled every 5 days using nearest-neighbor interpolation, and re-gridded to a uniform 64 (lat) x 128 (lon) global grid.
* Veronika Eyring, Sandrine Bony, Gerald A. Meehl, Catherine A. Senior, Bjorn Stevens, Ronald J. Stouffer, and Karl E. Taylor. Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization. Geoscientific Model Development, 9(5): 1937–1958, 2016. doi: 10.5194/gmd-9-1937-2016.
Terms of Use
By using the dataset, you agree to comply with the dataset license (CC-by-4.0-Deed)
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