Variations in Rainfall Structure of Western North Pacific Landfalling Tropical Cyclones in Warming Climates
<div>This dataset contains the data used in the analyses for the paper titled <em>'Variations in Rainfall Structure of Western North Pacific Landfalling Tropical Cyclones in Warming Climates',</em> published in <em>Earth's Future.</em> The paper is authored by Thao Linh Tran, Elizabeth A. Ritchie, Sarah E. Perkins-Kirkpatrick, Hai Bui, and Thang M. Luong. Descriptions of the variables included in the data files are provided below.</div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_CMIP6_multimodel_mean_SST_7states.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 7, month: 12, lat: 181, lon: 360)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2030s' 'med2050s''med2090s' 'high2030s' 'high2050s' 'high2090s'</div> <div> * month (month) int64 1 2 3 4 5 6 7 8 9 10 11 12</div> <div> * lat (lat) int64 -90 -89 -88 -87 -86 -85 -84 ... 84 85 86 87 88 89 90</div> <div> * lon (lon) int64 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359</div> <div>Data variables:</div> <div> SST_cmip6 (state, month, lat, lon) float64 0.0 0.0 0.0 ... -1.699 -1.699</div> <div> SST_cmip6 (state, month, lat, lon) CMIP6 multimodel mean of sea surface temperature in each month in 7 climate states (deg Celcius)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_rain_PW_MFC_2methods_7states_AllTCs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 7, radius: 20, nx: 61, ny: 61)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2030s' 'med2050s''med2090s' 'high2030s' 'high2050s' 'high2090s'</div> <div> * radius (radius) int64 25 50 75 100 125 150 ... 375 400 425 450 475 500</div> <div> * nx (nx) int64 0 18 36 54 72 90 ... 990 1008 1026 1044 1062 1080</div> <div> * ny (ny) int64 0 18 36 54 72 90 ... 990 1008 1026 1044 1062 1080</div> <div>Data variables:</div> <div> Rain_circle (state, radius) float64 22.66 24.94 26.54 ... 8.147 7.561 7.041</div> <div> Rain_ring (state, radius) float64 22.66 25.8 27.49 ... 2.689 2.436 2.231</div> <div> PW_ring (state, radius) float64 72.64 73.04 72.37 ... 69.81 68.99 68.27</div> <div> MFC_ring (state, radius) float64 0.01343 0.01539 ... 0.004405 0.004258</div> <div> MFC_hoz (state, nx, ny) float64 0.0002184 0.0003068 ... 0.000167</div> <div> Rain_circle (state, radius) Areal averaged TC rainfall within radii in 7 climate states calculated by the circle-average method (mm)</div> <div> Rain_ring (state, radius) Average TC rainfall within radial bands in 7 climate states calculated by the ring-average method (mm)</div> <div> PW_ring (state, radius) Average precipitable water within radial bands in 7 climate states calculated by the ring-average method (kg m-2)</div> <div> MFC_ring (state, radius) Average moisture flux convergence within radial bands in 7 climate states calculated by the ring-average method (g m-2 s-1)</div> <div> MFC_hoz (state, nx, ny) Integrated moisture flux convergence in the boundary layer in 7 climate states (kg m-2 s-1), TC center is located at nx=ny=540 km</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_rain_PW_MFC_2methods_7states_TSs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 7, radius: 20)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2030s' 'med2050s''med2090s' 'high2030s' 'high2050s' 'high2090s'</div> <div> * radius (radius) int64 25 50 75 100 125 150 ... 375 400 425 450 475 500</div> <div>Data variables:</div> <div> Rain_circle (state, radius) float64 17.86 16.98 15.74 ... 5.884 5.533 5.215</div> <div> Rain_ring (state, radius) float64 17.86 16.66 14.92 ... 2.704 2.461 2.28</div> <div> PW_ring (state, radius) float64 71.08 70.79 70.14 ... 70.67 69.9 69.22</div> <div> MFC_ring (state, radius) float64 0.00885 0.009635 ... 0.004318 0.004183</div> <div> Rain_circle (state, radius) Areal averaged TC rainfall within radii in 7 climate states calculated by the circle-average method (mm)</div> <div> Rain_ring (state, radius) Average TC rainfall within radial bands in 7 climate states calculated by the ring-average method (mm)</div> <div> PW_ring (state, radius) Average precipitable water within radial bands in 7 climate states calculated by the ring-average method (kg m-2)</div> <div> MFC_ring (state, radius) Average moisture flux convergence within radial bands in 7 climate states calculated by the ring-average method (g m-2 s-1)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_rain_PW_MFC_2methods_7states_TYs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 7, radius: 20)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2030s' 'med2050s''med2090s' 'high2030s' 'high2050s' 'high2090s'</div> <div> * radius (radius) int64 25 50 75 100 125 150 ... 375 400 425 450 475 500</div> <div>Data variables:</div> <div> Rain_circle (state, radius) float64 21.55 23.26 24.55 ... 8.029 7.459 6.954</div> <div> Rain_ring (state, radius) float64 21.55 23.89 25.27 ... 2.73 2.473 2.273</div> <div> PW_ring (state, radius) float64 72.7 72.73 71.91 ... 69.23 68.42 67.71</div> <div> MFC_ring (state, radius) float64 0.01288 0.01458 ... 0.004363 0.004229</div> <div> Rain_circle (state, radius) Areal averaged TC rainfall within radii in 7 climate states calculated by the circle-average method (mm)</div> <div> Rain_ring (state, radius) Average TC rainfall within radial bands in 7 climate states calculated by the ring-average method (mm)</div> <div> PW_ring (state, radius) Average precipitable water within radial bands in 7 climate states calculated by the ring-average method (kg m-2)</div> <div> MFC_ring (state, radius) Average moisture flux convergence within radial bands in 7 climate states calculated by the ring-average method (g m-2 s-1)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_rain_PW_MFC_2methods_7states_STYs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 7, radius: 20)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2030s' 'med2050s''med2090s' 'high2030s' 'high2050s' 'high2090s'</div> <div> * radius (radius) int64 25 50 75 100 125 150 ... 375 400 425 450 475 500</div> <div>Data variables:</div> <div> Rain_circle (state, radius) float64 31.83 39.28 44.65 ... 9.905 9.124 8.436</div> <div> Rain_ring (state, radius) float64 31.83 42.18 48.07 ... 2.552 2.304 2.071</div> <div> PW_ring (state, radius) float64 73.54 76.26 76.33 ... 71.1 70.22 69.44</div> <div> MFC_ring (state, radius) float64 0.01956 0.02383 ... 0.004592 0.004396</div> <div> Rain_circle (state, radius) Areal averaged TC rainfall within radii in 7 climate states calculated by the circle-average method (mm)</div> <div> Rain_ring (state, radius) Average TC rainfall within radial bands in 7 climate states calculated by the ring-average method (mm)</div> <div> PW_ring (state, radius) Average precipitable water within radial bands in 7 climate states calculated by the ring-average method (kg m-2)</div> <div> MFC_ring (state, radius) Average moisture flux convergence within radial bands in 7 climate states calculated by the ring-average method (g m-2 s-1)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_Azimean_levelmean_thermodynamic_dynamic_variables_3states_AllCats.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 3, level: 38, radius: 252, tc: 117)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2090s' 'high2090s'</div> <div> * level (level) int64 25 83 156 250 ... 16300 17000 17550 18100</div> <div> * radius (radius) int64 0 2 4 6 8 10 ... 492 494 496 498 500 502</div> <div> * tc (tc) int64 0 1 2 3 4 5 6 ... 110 111 112 113 114 115 116</div> <div>Data variables: (12/16)</div> <div> cape_azimean (state, level, radius) object 1890.2525300742138 ... nan</div> <div> Ta_azimean (state, level, radius) object 27.644140005330815 ... -...</div> <div> Qv_azimean (state, level, radius) object 0.020813525216797777 ......</div> <div> Qtti_azimean (state, level, radius) object 5.566690902988369e-08 .....</div> <div> ttip (state, tc) object 7997552.5 20351432.0 ... 8139392.0</div> <div> SST_levmean (state, tc) float64 29.44 29.49 30.23 ... 31.55 31.01</div> <div> ... ...</div> <div> etheta_azimean (state, level, radius) object 367.2280704092775 ... 40...</div> <div> updraft_azimean (state, level, radius) object 0.08083254853909848 ... ...</div> <div> downdraft_azimean (state, level, radius) object -0.019081951314966872 .....</div> <div> mfc_azimean (state, level, radius) object 0.00029923238185347746 ....</div> <div> ss_azimean (state, radius) object 48.3689839795465 ... 47.3942474...</div> <div> vms_azimean (state, radius) object 371.7967310109822 ... 364.55313...</div> <div> cape_azimean (state, level, radius) Azimuthally averaged convective available potential energy (CAPE) at radii up to 500 km from the TC center (J kg-1)</div> <div> Ta_azimean (state, level, radius) Azimuthally averaged air temperature at radii up to 500 km from the TC center (deg Celcius)</div> <div> Qv_azimean (state, level, radius) Azimuthally averaged water vapor mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> Qtti_azimean (state, level, radius) Azimuthally averaged total ice-related (ice|graupel|snow) mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> ttip (state, tc) Total cloud ice path in 3 future states (kg m-2)</div> <div> SST_levmean (state, tc) Mean SST within 500 km of the TC center (deg Celcius)</div> <div> Ta_levmean (state, tc, level) Level averaged Ta within 500 km of the TC center at each level (deg Celcius)</div> <div> Qv_levmean (state, tc, level) Level averaged Qv within 500 km of the TC center at each level (g kg-1)</div> <div> vt_azimean (state, level, radius) Azimuthally averaged tangential wind at radii up to 500 km from the TC center (kt)</div> <div> vr_azimean (state, level, radius) Azimuthally averaged radial wind at radii up to 500 km from the TC center (kt)</div> <div> etheta_azimean (state, level, radius) Azimuthally averaged equivalent potential temperature at radii up to 500 km from the TC center (deg Kelvin)</div> <div> updraft_azimean (state, level, radius) Azimuthally averaged updraft at radii up to 500 km from the TC center (kt)</div> <div> downdraft_azimean (state, level, radius) Azimuthally averaged downdraft at radii up to 500 km from the TC center (kt)</div> <div> mfc_azimean (state, level, radius) Azimuthally averaged moisture flux convergence at radii up to 500 km from the TC center (kg m-2 s-1)</div> <div> ss_azimean (state, radius) Azimuthally averaged static stability at radii up to 500 km from the TC center (deg Kelvin)</div> <div> vms_azimean (state, radius) Azimuthally averaged convective stability at radii up to 500 km from the TC center (MJ m-1 s-2)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_Azimean_levelmean_thermodynamic_dynamic_variables_3states_TSs.nc</div> <div>Data variables: (12/14)</div> <div> Ta_azimean (state, level, radius) object 27.457257781178235 ... -...</div> <div> Qv_azimean (state, level, radius) object 0.020375530778800895 ......</div> <div> Qtti_azimean (state, level, radius) object 5.639538301516413e-08 .....</div> <div> SST_levmean (state, tc) float64 29.44 29.49 30.23 ... 31.55 31.01</div> <div> Ta_levmean (state, tc, level) float32 28.13 27.51 ... -83.1 -83.41</div> <div> Qv_levmean (state, tc, level) float32 20.09 19.83 ... 0.00155</div> <div> ... ...</div> <div> etheta_azimean (state, level, radius) object 360.9125096202158 ... 40...</div> <div> updraft_azimean (state, level, radius) object 0.07054015061042855 ... ...</div> <div> downdraft_azimean (state, level, radius) object -0.018065747224214473 .....</div> <div> mfc_azimean (state, level, radius) object 0.00020737332807555921 ....</div> <div> ss_azimean (state, radius) object 46.39805195710858 ... 47.228965...</div> <div> vms_azimean (state, radius) object 361.6881448325401 ... 365.20869...</div> <div> Ta_azimean (state, level, radius) Azimuthally averaged air temperature at radii up to 500 km from the TC center (deg Celcius)</div> <div> Qv_azimean (state, level, radius) Azimuthally averaged water vapor mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> Qtti_azimean (state, level, radius) Azimuthally averaged total ice-related (ice|graupel|snow) mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> SST_levmean (state, tc) Mean SST within 500 km of the TC center (deg Celcius)</div> <div> Ta_levmean (state, tc, level) Level averaged Ta within 500 km of the TC center at each level (deg Celcius)</div> <div> Qv_levmean (state, tc, level) Level averaged Qv within 500 km of the TC center at each level (g kg-1)</div> <div> vt_azimean (state, level, radius) Azimuthally averaged tangential wind at radii up to 500 km from the TC center (kt)</div> <div> vr_azimean (state, level, radius) Azimuthally averaged radial wind at radii up to 500 km from the TC center (kt)</div> <div> etheta_azimean (state, level, radius) Azimuthally averaged equivalent potential temperature at radii up to 500 km from the TC center (deg Kelvin)</div> <div> updraft_azimean (state, level, radius) Azimuthally averaged updraft at radii up to 500 km from the TC center (kt)</div> <div> downdraft_azimean (state, level, radius) Azimuthally averaged downdraft at radii up to 500 km from the TC center (kt)</div> <div> mfc_azimean (state, level, radius) Azimuthally averaged moisture flux convergence at radii up to 500 km from the TC center (kg m-2 s-1)</div> <div> ss_azimean (state, radius) Azimuthally averaged static stability at radii up to 500 km from the TC center (deg Kelvin)</div> <div> vms_azimean (state, radius) Azimuthally averaged convective stability at radii up to 500 km from the TC center (MJ m-1 s-2)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_Azimean_levelmean_thermodynamic_dynamic_variables_3states_TYs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 3, level: 38, radius: 252, tc: 117)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2090s' 'high2090s'</div> <div> * level (level) int64 25 83 156 250 ... 16300 17000 17550 18100</div> <div> * radius (radius) int64 0 2 4 6 8 10 ... 492 494 496 498 500 502</div> <div> * tc (tc) int64 0 1 2 3 4 5 6 ... 110 111 112 113 114 115 116</div> <div>Data variables: (12/14)</div> <div> Ta_azimean (state, level, radius) object 27.515624558698093 ... -...</div> <div> Qv_azimean (state, level, radius) object 0.020579266032935868 ......</div> <div> Qtti_azimean (state, level, radius) object 5.815300849925888e-08 .....</div> <div> SST_levmean (state, tc) float64 29.44 29.49 30.23 ... 31.55 31.01</div> <div> Ta_levmean (state, tc, level) float32 28.13 27.51 ... -83.1 -83.41</div> <div> Qv_levmean (state, tc, level) float32 20.09 19.83 ... 0.00155</div> <div> ... ...</div> <div> etheta_azimean (state, level, radius) object 366.45252777008426 ... 4...</div> <div> updraft_azimean (state, level, radius) object 0.08167928852011325 ... ...</div> <div> downdraft_azimean (state, level, radius) object -0.017788485333689888 .....</div> <div> mfc_azimean (state, level, radius) object 0.00028844761894039205 ....</div> <div> ss_azimean (state, radius) object 47.93880505618239 ... 47.189455...</div> <div> vms_azimean (state, radius) object 369.8002440991976 ... 364.41387...</div> <div> Ta_azimean (state, level, radius) Azimuthally averaged air temperature at radii up to 500 km from the TC center (deg Celcius)</div> <div> Qv_azimean (state, level, radius) Azimuthally averaged water vapor mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> Qtti_azimean (state, level, radius) Azimuthally averaged total ice-related (ice|graupel|snow) mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> SST_levmean (state, tc) Mean SST within 500 km of the TC center (deg Celcius)</div> <div> Ta_levmean (state, tc, level) Level averaged Ta within 500 km of the TC center at each level (deg Celcius)</div> <div> Qv_levmean (state, tc, level) Level averaged Qv within 500 km of the TC center at each level (g kg-1)</div> <div> vt_azimean (state, level, radius) Azimuthally averaged tangential wind at radii up to 500 km from the TC center (kt)</div> <div> vr_azimean (state, level, radius) Azimuthally averaged radial wind at radii up to 500 km from the TC center (kt)</div> <div> etheta_azimean (state, level, radius) Azimuthally averaged equivalent potential temperature at radii up to 500 km from the TC center (deg Kelvin)</div> <div> updraft_azimean (state, level, radius) Azimuthally averaged updraft at radii up to 500 km from the TC center (kt)</div> <div> downdraft_azimean (state, level, radius) Azimuthally averaged downdraft at radii up to 500 km from the TC center (kt)</div> <div> mfc_azimean (state, level, radius) Azimuthally averaged moisture flux convergence at radii up to 500 km from the TC center (kg m-2 s-1)</div> <div> ss_azimean (state, radius) Azimuthally averaged static stability at radii up to 500 km from the TC center (deg Kelvin)</div> <div> vms_azimean (state, radius) Azimuthally averaged convective stability at radii up to 500 km from the TC center (MJ m-1 s-2)</div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------</div> <div>Data_Azimean_levelmean_thermodynamic_dynamic_variables_3states_STYs.nc</div> <div><xarray.Dataset></div> <div>Dimensions: (state: 3, level: 38, radius: 252, tc: 117)</div> <div>Coordinates:</div> <div> * state (state) <U9 'CTR' 'med2090s' 'high2090s'</div> <div> * level (level) int64 25 83 156 250 ... 16300 17000 17550 18100</div> <div> * radius (radius) int64 0 2 4 6 8 10 ... 492 494 496 498 500 502</div> <div> * tc (tc) int64 0 1 2 3 4 5 6 ... 110 111 112 113 114 115 116</div> <div>Data variables: (12/14)</div> <div> Ta_azimean (state, level, radius) object 28.677196671837233 ... -...</div> <div> Qv_azimean (state, level, radius) object 0.022842606379269957 ......</div> <div> Qtti_azimean (state, level, radius) object 4.0012758302765466e-08 ....</div> <div> SST_levmean (state, tc) float64 29.44 29.49 30.23 ... 31.55 31.01</div> <div> Ta_levmean (state, tc, level) float32 28.13 27.51 ... -83.1 -83.41</div> <div> Qv_levmean (state, tc, level) float32 20.09 19.83 ... 0.00155</div> <div> ... ...</div> <div> etheta_azimean (state, level, radius) object 376.0869964585824 ... 40...</div> <div> updraft_azimean (state, level, radius) object 0.0844076324643325 ... 0...</div> <div> downdraft_azimean (state, level, radius) object -0.02603523353916364 ......</div> <div> mfc_azimean (state, level, radius) object 0.0004255960070462955 .....</div> <div> ss_azimean (state, radius) object 52.07136400532476 ... 48.142035...</div> <div> vms_azimean (state, radius) object 389.7398573564309 ... 364.59206...</div> <div> Ta_azimean (state, level, radius) Azimuthally averaged air temperature at radii up to 500 km from the TC center (deg Celcius)</div> <div> Qv_azimean (state, level, radius) Azimuthally averaged water vapor mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> Qtti_azimean (state, level, radius) Azimuthally averaged total ice-related (ice|graupel|snow) mixing ratio at radii up to 500 km from the TC center (g kg-1)</div> <div> SST_levmean (state, tc) Mean SST within 500 km of the TC center (deg Celcius)</div> <div> Ta_levmean (state, tc, level) Level averaged Ta within 500 km of the TC center at each level (deg Celcius)</div> <div> Qv_levmean (state, tc, level) Level averaged Qv within 500 km of the TC center at each level (g kg-1)</div> <div> vt_azimean (state, level, radius) Azimuthally averaged tangential wind at radii up to 500 km from the TC center (kt)</div> <div> vr_azimean (state, level, radius) Azimuthally averaged radial wind at radii up to 500 km from the TC center (kt)</div> <div> etheta_azimean (state, level, radius) Azimuthally averaged equivalent potential temperature at radii up to 500 km from the TC center (deg Kelvin)</div> <div> updraft_azimean (state, level, radius) Azimuthally averaged updraft at radii up to 500 km from the TC center (kt)</div> <div> downdraft_azimean (state, level, radius) Azimuthally averaged downdraft at radii up to 500 km from the TC center (kt)</div> <div> mfc_azimean (state, level, radius) Azimuthally averaged moisture flux convergence at radii up to 500 km from the TC center (kg m-2 s-1)</div> <div> ss_azimean (state, radius) Azimuthally averaged static stability at radii up to 500 km from the TC center (deg Kelvin)</div> <div> vms_azimean (state, radius) Azimuthally averaged convective stability at radii up to 500 km from the TC center (MJ m-1 s-2)</div> <div> </div>
ShareScore
32/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 8
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 0
- Engagement
- 4