mirror of
https://github.com/JHUAPL/SIMoN.git
synced 2026-01-09 14:57:56 -05:00
Added climate rcp data
Former-commit-id: 9575e6df8d92d6221a6268dca3bc709304e1216d
This commit is contained in:
Alex Fiallos
11
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341
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||||
<caret line="10" selection-start-line="10" selection-end-line="10" />
|
||||
<folding>
|
||||
<element signature="e#0#34#0" expanded="true" />
|
||||
</folding>
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
<entry file="file://$PROJECT_DIR$/inner_wrapper.py">
|
||||
<provider selected="true" editor-type-id="text-editor">
|
||||
<state relative-caret-position="323">
|
||||
<caret line="19" column="21" lean-forward="true" selection-start-line="19" selection-start-column="21" selection-end-line="19" selection-end-column="21" />
|
||||
<folding>
|
||||
<element signature="e#0#11#0" expanded="true" />
|
||||
</folding>
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
</component>
|
||||
</project>
|
||||
BIN
Climate/__pycache__/climate_model.cpython-36.pyc
Normal file
BIN
Climate/__pycache__/climate_model.cpython-36.pyc
Normal file
Binary file not shown.
82
Climate/climate_model.py
Normal file
82
Climate/climate_model.py
Normal file
@@ -0,0 +1,82 @@
|
||||
import numpy as np
|
||||
from netCDF4 import Dataset, MFDataset
|
||||
|
||||
|
||||
d1 = Dataset('rcp26/pr/pr_Amon_GFDL-CM3_rcp26_r1i1p1_201601-202012.nc') # 5 years
|
||||
allData = MFDataset('rcp26/pr/pr_Amon_GFDL-CM3_rcp26_r1i1p1*nc') # 95 years
|
||||
|
||||
# args: netCDF4 Dataset object
|
||||
# Generate dictionary of precipitation data for each lat,lon value
|
||||
def pr_model(pr_data):
|
||||
precip = list(pr_data.variables['pr']) # Precip values, saved as 3-tuple
|
||||
lats = list(pr_data.variables['lat']) # Latitude degrees north, saved as centroid of square
|
||||
lons = list(pr_data.variables['lon']) # Longitude degrees east, saved as centroid of square
|
||||
|
||||
new_pr = {}
|
||||
|
||||
# Iterate through squares of lat,lon
|
||||
for i in range(len(lats)):
|
||||
# Create dictionary of latitutdes
|
||||
new_pr[float((lats[i]))] = {}
|
||||
|
||||
for j in range(len(lons)):
|
||||
# Create nested dict of longitudes for each latitude
|
||||
new_pr[float(lats[i])][float(lons[j])] = []
|
||||
|
||||
# Iterate through years, save as list of pr_values for each lat,lon square
|
||||
year = []
|
||||
for k in range(len(precip)):
|
||||
precipitation = precip[k][i][j]
|
||||
year.append(precipitation)
|
||||
# Choose point to break off year and sum up months within, add to list
|
||||
if (k + 1) % 12 == 0:
|
||||
new_pr[float((lats[i]))][float(lons[j])].append(sum(year) * 31536000)
|
||||
year = [] # Clear months in year
|
||||
return new_pr
|
||||
|
||||
def evap_model(evs_data):
|
||||
|
||||
new_evs = {}
|
||||
evap = list(evs_data.variables['evspsbl']) # Evp values, saved as 3-tuple
|
||||
|
||||
# # # NOTE: Some of these values are negative, let Victoria know when she gets back
|
||||
lats = list(evs_data.variables['lat']) # Latitude degrees north, saved as centroid of square
|
||||
lons = list(evs_data.variables['lon']) # Longitude degrees east, saved as centroid of square
|
||||
new_ev = {}
|
||||
|
||||
for i in range(len(lats)):
|
||||
new_ev[float((lats[i]))] = {}
|
||||
for j in range(len(lons)):
|
||||
new_ev[float(lats[i])][float(lons[j])] = []
|
||||
year = []
|
||||
for k in range(len(evap)):
|
||||
evaporation = evap[k][i][j]
|
||||
year.append(evaporation)
|
||||
if (k + 1) % 12 == 0:
|
||||
new_ev[float((lats[i]))][float(lons[j])].append(sum(year) * 31536000)
|
||||
year = []
|
||||
|
||||
return new_evs
|
||||
|
||||
def tas_model(tas_data):
|
||||
new_tas = {}
|
||||
temps = list(tas_data.variables['tas']) # Precip values, saved as 3-tuple
|
||||
lats = list(tas_data.variables['lat']) # Latitude degrees north, saved as centroid of square
|
||||
lons = list(tas_data.variables['lon']) # Longitude degrees east, saved as centroid of square
|
||||
for i in range(len(lats)):
|
||||
|
||||
new_tas[float((lats[i]))] = {}
|
||||
|
||||
for j in range(len(lons)):
|
||||
new_tas[float(lats[i])][float(lons[j])] = []
|
||||
year = []
|
||||
for k in range(len(temps)):
|
||||
temperature = temps[k][i][j]
|
||||
year.append(temperature)
|
||||
|
||||
if (k + 1) % 12 == 0:
|
||||
new_tas[float((lats[i]))][float(lons[j])].append(np.mean(year))
|
||||
year = []
|
||||
return new_tas
|
||||
|
||||
# # # TODO: Confirm if rain moves towards poles as time passes on for different RCPs
|
||||
20
Climate/inner_wrapper.py
Normal file
20
Climate/inner_wrapper.py
Normal file
@@ -0,0 +1,20 @@
|
||||
import glob
|
||||
import sys
|
||||
sys.path.append('/')
|
||||
from outer_wrapper import OuterWrapper
|
||||
from climate_model import pr_model, tas_model, evap_model
|
||||
|
||||
|
||||
class InnerWrapper(OuterWrapper):
|
||||
def __init__(self):
|
||||
num_input_schemas = len(glob.glob("/opt/schemas/input/*.json"))
|
||||
super().__init__(model_id="unique_model_name", num_expected_inputs=num_input_schemas)
|
||||
self.data = None
|
||||
|
||||
def configure(self, **kwargs):
|
||||
self.data = kwargs['schema_name']
|
||||
|
||||
def increment(self, **kwargs):
|
||||
return {'schema_name': {'data_variable_name': {'data': {}, 'granularity': 'county'}}}
|
||||
# d1 = Dataset('rcp26/pr/pr_Amon_GFDL-CM3_rcp26_r1i1p1_200601-201012.nc')
|
||||
# print(pr_model(d1))
|
||||
1
Climate/json/rcp26data.json.REMOVED.git-id
Normal file
1
Climate/json/rcp26data.json.REMOVED.git-id
Normal file
@@ -0,0 +1 @@
|
||||
37c4b536fb394fbcc68bfce8d3b1e583c7b04aa7
|
||||
1
Climate/json/rcp60data.json.REMOVED.git-id
Normal file
1
Climate/json/rcp60data.json.REMOVED.git-id
Normal file
@@ -0,0 +1 @@
|
||||
3ceab7c597184ef08e8ed51a7194e30af63ee1a4
|
||||
1
Climate/json/rcp85data.json.REMOVED.git-id
Normal file
1
Climate/json/rcp85data.json.REMOVED.git-id
Normal file
@@ -0,0 +1 @@
|
||||
e4311ce4b6d3a69cad99bf0350e8bb38e706c42e
|
||||
10
Climate/rain_test.py
Normal file
10
Climate/rain_test.py
Normal file
@@ -0,0 +1,10 @@
|
||||
from climate_model import pr_model
|
||||
from netCDF4 import MFDataset
|
||||
|
||||
|
||||
rcp26 = MFDataset('rcp26/pr/pr_Amon_GFDL-CM3_rcp26_r1i1p1*nc')
|
||||
rcp85 = MFDataset('rcp85/pr/pr_Amon_GFDL-CM3_rcp85_r1i1p1*nc')
|
||||
|
||||
year1 = rcp26.variables['time_bnds'][120:]
|
||||
|
||||
print(year1)
|
||||
@@ -0,0 +1 @@
|
||||
6d512ee378b25f029af85697c692d1c776460d4c
|
||||
@@ -0,0 +1 @@
|
||||
82405cdd1de7d19e045f7864448ac41494197d8a
|
||||
@@ -0,0 +1 @@
|
||||
3635d3acb6ebfe05bd8988522834f4c43ddedc39
|
||||
@@ -0,0 +1 @@
|
||||
c3333d0feb695069dbb5d6e9e7adaad0819318d0
|
||||
@@ -0,0 +1 @@
|
||||
e3694d939f684545f29197baca87594d683ff6c8
|
||||
@@ -0,0 +1 @@
|
||||
93a875e638c8689fa18642b4a955b0d9e3d72f1b
|
||||
@@ -0,0 +1 @@
|
||||
87a3703f760baecf63ed50b3f4494037f3bcaf6f
|
||||
@@ -0,0 +1 @@
|
||||
8ec97021b2957cb91b2f56d7d8050fd96fc09e82
|
||||
@@ -0,0 +1 @@
|
||||
6d9ebd490c9544a34d054f3a68d636eb7e7ecd8a
|
||||
@@ -0,0 +1 @@
|
||||
345f029d09d8b068e0d80a8000947dc07d19d916
|
||||
@@ -0,0 +1 @@
|
||||
c120a5dc73895c07ef4303efeae97ffdaa1b98bb
|
||||
@@ -0,0 +1 @@
|
||||
096dafa4f56dcfd5822cf1179cefd0283f2afad7
|
||||
@@ -0,0 +1 @@
|
||||
ddfcb5a3b629203de9db8fef9008b0d95b650678
|
||||
@@ -0,0 +1 @@
|
||||
c37dd1e94a3e44ffff5042bc7ade1a0178a524e6
|
||||
@@ -0,0 +1 @@
|
||||
cfaf07913157d97e0a0e2a0d59d7b1217a433f27
|
||||
@@ -0,0 +1 @@
|
||||
0c96d8f0a0b402cd190f053cbfac7e06a1f74eb9
|
||||
@@ -0,0 +1 @@
|
||||
b14332bd8dfb9ada9fa9d99c07309b5b68ef38d9
|
||||
@@ -0,0 +1 @@
|
||||
5cac4be7aa31728e98de299d4df1785d0d421169
|
||||
@@ -0,0 +1 @@
|
||||
aa9595167523f3342e5c740858783b64f9725045
|
||||
@@ -0,0 +1 @@
|
||||
7cc06f291384d74948751353bd6a3f78c7f3953e
|
||||
@@ -0,0 +1 @@
|
||||
0fb8983276d899a7e0fc0511b97f57174006921e
|
||||
@@ -0,0 +1 @@
|
||||
a911eab469972c3d8aa33bcc9b5664cd13629767
|
||||
@@ -0,0 +1 @@
|
||||
82b06668bbea24d4be5549b60797039c71525b4b
|
||||
@@ -0,0 +1 @@
|
||||
6a3fb0323fee222366ea05efd45e914a1d546f5d
|
||||
@@ -0,0 +1 @@
|
||||
5b2797c0c937aac5fec948532346eb3397f3ae43
|
||||
@@ -0,0 +1 @@
|
||||
1447bb11ae49694a67d10a831f1bc90dc4297759
|
||||
@@ -0,0 +1 @@
|
||||
dd8da4f58f887884741343df955d31bf5dd5ff3c
|
||||
@@ -0,0 +1 @@
|
||||
55f48adbd5d5539d4e3699077ddbfaecc051f657
|
||||
@@ -0,0 +1 @@
|
||||
b60280c15c5dd6f6ae2a588ae58c494af2cffdfa
|
||||
@@ -0,0 +1 @@
|
||||
a3d0f22f80f280852577880e2b1aa2a303021a4b
|
||||
@@ -0,0 +1 @@
|
||||
5afbd7fbe6cfb2ad7d17f32b0b1f0cb328285616
|
||||
@@ -0,0 +1 @@
|
||||
baedfbb73a0f455f31729236b3a082efedd85bda
|
||||
@@ -0,0 +1 @@
|
||||
29a757be51e1edbcf448969467e31d9e44d741eb
|
||||
@@ -0,0 +1 @@
|
||||
43df362b4abe78fc1aac1412f728b1b412d09907
|
||||
@@ -0,0 +1 @@
|
||||
245d849ef6e657f6239a887262dc590c3a65c69d
|
||||
@@ -0,0 +1 @@
|
||||
e3be44cef3daaaba4a3545832277f4c2519bffe0
|
||||
@@ -0,0 +1 @@
|
||||
a3273ade1c7f43e823cd81716946d3d245976a8d
|
||||
@@ -0,0 +1 @@
|
||||
57e6f28853449533191be4048c5a215cb76bca65
|
||||
@@ -0,0 +1 @@
|
||||
57c11ef73559643763ca4d9879046f74a0b45c20
|
||||
@@ -0,0 +1 @@
|
||||
8c05c8035bcf2f6fa72b0c5cbc5dcf94504b557b
|
||||
@@ -0,0 +1 @@
|
||||
6d9b976196d23016ec0f2ab5f421f7e55479c5b7
|
||||
@@ -0,0 +1 @@
|
||||
13ca305caaa3bbfaf5f6d2e6a080499eb0b08901
|
||||
@@ -0,0 +1 @@
|
||||
5eb196def077937f7ea03e743f5613b06d59068b
|
||||
@@ -0,0 +1 @@
|
||||
4b20a35a5850221db4f3a06a3f9cea6ffe661b22
|
||||
@@ -0,0 +1 @@
|
||||
878751917bba149e838c676a392f567290c860ac
|
||||
@@ -0,0 +1 @@
|
||||
20cd26a4d7668f3c611de4c4c9eb45cb4060ca94
|
||||
@@ -0,0 +1 @@
|
||||
e2e93bd0bf908150fcf9edbaf5022a9dc3dd4a08
|
||||
@@ -0,0 +1 @@
|
||||
ccfeea0729ac18e41ce420fb1361bc586536d13b
|
||||
@@ -0,0 +1 @@
|
||||
f3b61c07a4a058a910c83be04907b01721ab28b8
|
||||
@@ -0,0 +1 @@
|
||||
fe4178df6550f7006202d6e12a2f9230c36d7353
|
||||
@@ -0,0 +1 @@
|
||||
de999b595ad6c650b159c617cb51c25449d52a0e
|
||||
@@ -0,0 +1 @@
|
||||
61288a350ca681d15e5cea59c48c4d84f01794be
|
||||
@@ -0,0 +1 @@
|
||||
2ad5c45274608b32a38623e265aadc6795197c7b
|
||||
@@ -0,0 +1 @@
|
||||
bb4bf2bac565a96c4b5b24c39b2c2b868f7ef3b5
|
||||
@@ -0,0 +1 @@
|
||||
f0a12889692f5f1b801f8cb1e88d76102ca3c082
|
||||
@@ -0,0 +1 @@
|
||||
a976f768238d9fc2868fc70a3fa60afd5c327718
|
||||
@@ -0,0 +1 @@
|
||||
dc7773657a96e4d7348beaf95cbe159d40e1da12
|
||||
@@ -0,0 +1 @@
|
||||
5e6b6b42271adb089092059e3f2ab29fd8adbfa6
|
||||
@@ -0,0 +1 @@
|
||||
c27c32922812bf61b3830ef0547bb9c9ea4f1b2b
|
||||
@@ -0,0 +1 @@
|
||||
efb50fca1df9295b7ac4473ccef2d4ee4408f28c
|
||||
@@ -0,0 +1 @@
|
||||
af032667c061288f6f614d399e5c19889e58d310
|
||||
@@ -0,0 +1 @@
|
||||
e24b0afb2a86da2cc76bb69f00ac5bc75f9aaabc
|
||||
@@ -0,0 +1 @@
|
||||
6e24e4c37141591cf736d47e9ce56b15cdb8b5da
|
||||
@@ -0,0 +1 @@
|
||||
f5dde972acdf4783d1a8875720086bc68b9c8d2d
|
||||
@@ -0,0 +1 @@
|
||||
5ec3dfb1d8573678832d41530940a8e7cdd61e7b
|
||||
@@ -0,0 +1 @@
|
||||
a323f6541cbb25c8334880e7af3e5f2f9c853699
|
||||
@@ -0,0 +1 @@
|
||||
f36c36e9f13525bc602a585acf8b14ec349c8ff5
|
||||
@@ -0,0 +1 @@
|
||||
dd93b2364ea528d4d88b96d50077b7d52eb58270
|
||||
@@ -0,0 +1 @@
|
||||
3a431d0fcf9829d6b719eed89e3f43476a08bed2
|
||||
@@ -0,0 +1 @@
|
||||
cf6f030be41c36e835df6ba209c2c68247a7852f
|
||||
@@ -0,0 +1 @@
|
||||
cd5dc1cad4bd0efb6c5ff5653e121ef2f2fccc4b
|
||||
@@ -0,0 +1 @@
|
||||
a4aa08db959292ffba68ec3246cef339b690e4bb
|
||||
@@ -0,0 +1 @@
|
||||
0cf76dfbdda25fe6e86c216d03e6a139a1d94d90
|
||||
@@ -0,0 +1 @@
|
||||
565b47d5ecf1dad7d8c096169f2e643162f8e706
|
||||
@@ -0,0 +1 @@
|
||||
5f0bd4a930f51158f398f2c9c24d2fda34f3933d
|
||||
@@ -0,0 +1 @@
|
||||
16f50152d88c9b6fe74f5cc80a0ff024e697eca0
|
||||
@@ -0,0 +1 @@
|
||||
7eeb88e43680f17c2adfd73b66f2582a718cbef3
|
||||
@@ -0,0 +1 @@
|
||||
5b9ca3f3bee9f26d866d0fb9611a615157ffb348
|
||||
@@ -0,0 +1 @@
|
||||
a34b96748235503ac536d0a263405562755930a0
|
||||
@@ -0,0 +1 @@
|
||||
cef63a944bc8ea4e9f3d43a125a56161bce4ceed
|
||||
@@ -0,0 +1 @@
|
||||
98574bc89afd28459c0f839d2e520c93f03904ce
|
||||
@@ -0,0 +1 @@
|
||||
f8819dc92f0b83ad65f7a8dbe879bb2f166e68d4
|
||||
@@ -0,0 +1 @@
|
||||
67a56809943f803cb9c2ccbd1621946c0cd2b20b
|
||||
@@ -0,0 +1 @@
|
||||
faf71a5832a1a91e7e2d0aca0b1531ef341393a5
|
||||
@@ -0,0 +1 @@
|
||||
7364548570982e3778dcc7dfa45068d6b00c4b50
|
||||
@@ -0,0 +1 @@
|
||||
da26b29ada05f0c4a4ed48041a3d233ab527c5cf
|
||||
@@ -0,0 +1 @@
|
||||
673c75e240fbac5bc74ace7a471f84ef635e8c11
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user