Generate freshwater anomaly data files and distribution mask for ModelE
- Anomaly is defined as mass loss from grounded ice and ice shelves (but not sea ice) since 1990.
- Spatially, ModelE distributes a single value according to a ‘distribution field’ - a floating point mask that sums to 1.
See ./workbook.org for a digital workbook.
- Contact: Ken Mankoff <[email protected]>
- Code: https://github.com/NASA-GISS/freshwater-anomaly
- Data: Mankoff et al. (2021) and Slater et al. (2021)
head out/mass_change_antarctica.csv
# Contact: Ken Mankoff <[email protected]> # Code: https://github.com/NASA-GISS/freshwater-anomaly # Data: Slater /et al./ (2021) # Summary: Annual mass loss from Antarctica. # Year Gt/yr 1990 115.8 1991 115.8 1992 115.8 1993 115.8 1994 115.8
Notes
- Time series extended back and forward from data range to 1990-2019 using average of first or last three years of data
_hi
and_lo
are +- mean 66 Gt/yr, max 72 Gt/yr, and sum 198 Gt/yr- This comes from published Slater et. al (2021) uncertainties, assuming 1 σ uncertainty in Table 1 for ice shelf thinning, ice shelf calving, and Antarctic grounded ice.
head out/mass_change_greenland.csv
# Contact: Ken Mankoff <[email protected]> # Code: https://github.com/NASA-GISS/freshwater-anomaly # Data: Mankoff /et al./ (2021) # Summary: Annual mass change from Greenland. # Year Gt/yr 1990 137.6 1991 76.7 1992 -87.1 1993 90.7 1994 113.8
Notes
mass_change_no_gain_greenland.csv
is same asmass_change_greenland.csv
, but years with mass gain spread over following year(s) with loss so values always positive (mass loss)- Use uncertainty from citet:mankoff_2021 published with data
- Use published (1 σ) uncertainty because that uncertainty treatment is already conservative and if using 2 σ, mass gain occurs most year for
lo
estimates
- 1/8th degree distribution mask
- Buffers at 50, 100, 250, and 500 km
ncdump -chs out/fw_288x180.nc
netcdf fw_288x180 { dimensions: lat = 180 ; lon = 288 ; variables: double crs(lat, lon) ; crs:_FillValue = NaN ; crs:grid_mapping_name = "latitude_longitude" ; crs:grid_mapping = "crs" ; double ones_050(lat, lon) ; ones_050:_FillValue = 0. ; ones_050:description = "Grid cells w/in 050 km of coast with freshwater runoff, submarine melt, or iceberg forcing" ; ones_050:grid_mapping = "crs" ; double ones_100(lat, lon) ; ones_100:_FillValue = 0. ; ones_100:description = "Grid cells w/in 100 km of coast with freshwater runoff, submarine melt, or iceberg forcing" ; ones_100:grid_mapping = "crs" ; double ones_250(lat, lon) ; ones_250:_FillValue = 0. ; ones_250:description = "Grid cells w/in 250 km of coast with freshwater runoff, submarine melt, or iceberg forcing" ; ones_250:grid_mapping = "crs" ; double ones_500(lat, lon) ; ones_500:_FillValue = 0. ; ones_500:description = "Grid cells w/in 500 km of coast with freshwater runoff, submarine melt, or iceberg forcing" ; ones_500:grid_mapping = "crs" ; double lat(lat) ; lat:_FillValue = NaN ; lat:units = "degrees_north" ; double lon(lon) ; lon:_FillValue = NaN ; lon:units = "degrees_east" ; // global attributes: :Creator = "Ken Mankoff" ; :email = "[email protected]" ; :source = "https://github.com/NASA-GISS/freshwater-anomaly" ; :_Format = "classic" ; }