Download MERRA2 collections + MERGIR + IMERG for case studies¶
File specifications are all here: https://gmao.gsfc.nasa.gov/pubs/docs/Bosilovich785.pdf
Understanding collection names: example M2T1NXSLV¶
M2 T1 N X SLV = MERRA2, TimeAverage=1h, N=native grid, X=no vertical coordinate, SLV= Single-Level-Variables
M2 I3 N P ASM = ", Instantaneous 3h, Native, P = pressure coordinates, ASM = assimilated fields from IAU
We always want p coordinates for 3D fields¶
M2T3NPTDT: Temperature Tendencies in 3D¶
M2T3NPRAD: 3D Radiation Diagnostics¶
M2T3NPTRB: Turbulence Diagnostics¶
M2T3NPMST: Moist Processes Diagnostics¶
M2T3NPQDT: Moisture Tendencies in 3D¶
M2T3NPUDT: Wind Tendencies (budget terms) in 3D¶
M2T1NXINT: Hourly averages of Vertically Integrated Budget terms¶
M2T1NXRAD: 2D Radiation Diagnostics: TOA and surface and low-middle-high cloud etc etc.¶
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# Download M2 many collections + IMERG + MERGIR
import xarray as xr
import pandas as pd
import os
import datetime
from typing import Dict, List, Any, Optional, Tuple
# =========================================================================
# I. CONFIGURATION CONSTANTS
# =========================================================================
# MERRA2 and general constants
MERRA2_VERSION = '.5.12.4'
SERVER_GOLDSMR4 = 'https://goldsmr4.gesdisc.eosdis.nasa.gov/thredds/dodsC/MERRA2_aggregation/'
SERVER_GOLDSMR5 = 'https://goldsmr5.gesdisc.eosdis.nasa.gov/thredds/dodsC/MERRA2_aggregation/'
# GFS forecasts at NCAR
SERVER_GFS_FCST = 'https://tds.gdex.ucar.edu/thredds/dodsC/aggregations/g/d083003/1/' #d083003-2015' for example 2015
# Specific IMERG/MERGIR servers
SERVER_GPM1 = 'https://gpm1.gesdisc.eosdis.nasa.gov/thredds/dodsC/aggregation/'
SERVER_DISC2 = 'https://disc2.gesdisc.eosdis.nasa.gov/opendap/MERGED_IR/GPM_MERGIR.1/'
# File size threshold for assuming a download is complete (1MB)
MIN_COMPLETE_FILE_SIZE_BYTES = 240000 # 1048576 a land dataset is under 1MB sometimes...
# =========================================================================
# II. URL BUILDING & UTILITY FUNCTIONS
# =========================================================================
def _derive_paths_and_dates(time_start: str, time_end: str, username: str, case_name: str, subfolder_name: str) -> Dict[str, Any]:
"""Derives all necessary folder paths and date components for a specific subfolder."""
start_dt = pd.to_datetime(time_start)
end_dt = pd.to_datetime(time_end)
# Generate the full range of days needed for file lookups
day_range = pd.date_range(start=start_dt.floor('D'), end=end_dt.floor('D'), freq='D')
# Month/Year info for aggregated data (MERRA2/IMERG)
month_range = pd.date_range(start=start_dt.to_period('M').start_time, end=end_dt.to_period('M').end_time, freq='MS')
years = month_range.year.unique().tolist()
months = sorted(list(set(month_range.strftime('%m'))))
year_str = str(years[0])
# Constructs the required path: ~/share/Username/CaseName/DATA/SUBFOLDER/
case_folder = os.path.expanduser(f'~/share/{username}/{case_name}/')
output_path = os.path.join(case_folder, 'DATA', subfolder_name)
os.makedirs(output_path, exist_ok=True)
return {
'year_str': year_str, 'months': months, 'output_path': output_path, 'day_range': day_range,
'month_range': month_range # <--- ADDED THIS LINE
}
def _build_imerg_urls(day_range: pd.DatetimeIndex) -> List[str]:
"""Builds daily IMERG aggregation (.ncml) URLs."""
urls: List[str] = []
for day in day_range:
year = day.year
doy = day.timetuple().tm_yday
# Using version '07' which is common for this product
url = (
f"{SERVER_GPM1}GPM_3IMERGHH.07/{year}/"
f"GPM_3IMERGHH.07_Aggregation_{year}{doy:03d}.ncml.ncml"
)
urls.append(url)
return urls
def _build_gfs_urls(day_range: pd.DatetimeIndex) -> List[str]:
"""Builds URL for GFS forecasts at NCAR"""
urls = f"{SERVER_GFS_FCST}/d083003-{year}/"
return urls
def _build_mergir_urls(day_range: pd.DatetimeIndex) -> List[str]:
"""Builds individual half-hourly MERGIR (.nc4) URLs (includes 404 fix)."""
urls: List[str] = []
start_time = day_range.min()
end_time = day_range.max() + pd.Timedelta(hours=23, minutes=30)
# all_dates = pd.date_range(start=start_time, end=end_time, freq='30min')
# FIX 1: Generate timestamps only for the top of the hour ('H'), the files have 2 time levels
all_dates = pd.date_range(start=start_time, end=end_time, freq='h')
for dt in all_dates:
year = dt.year
month = dt.strftime('%m')
day = dt.strftime('%d')
hour = dt.strftime('%H')
# FIX: Ensures two digits (e.g., '00' or '30') for minutes in filename
minute = f'{dt.minute:02d}'
doy = dt.timetuple().tm_yday
# Filename uses YYYYMMDDHH, as the minute is always '00' and implied/omitted
filename = f"merg_{year}{month}{day}{hour}_4km-pixel.nc4"
# Note: hour already uses two digits via dt.strftime('%H')
# URL structure: /GPM_MERGIR.1/YYYY/DOY/filename
url = (
f"{SERVER_DISC2}{year}/{doy:03d}/{filename}"
)
urls.append(url)
return urls
# =========================================================================
# III. COLLECTION CONFIGURATIONS (with 'drop_variables')
# =========================================================================
# --- MERRA2 Configurations (Original) ---
MERRA2_CONFIGS = [
{
'name': 'M2T1NXSLV', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR4,
'url_builder': None,
'variables': ['H250','H500','H1000','U250','V250','U500','V500','U850','V850', \
'OMEGA500','T850','T500','Q850','TS','T2M','QV2M','U10M','V10M', \
'TQV','TQL','TQI','ZLCL'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 3, 'output_name': 'MERRA2_SLV.nc'
},
{
'name': 'M2T1NXFLX', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR4,
'url_builder': None,
'variables': ['HFLUX','EFLUX','PRECTOT','PRECCON','PRECANV','PRECLSC','PRECSNO','PREVTOT',\
'TSH','Z0M','PBLH'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 3, 'output_name': 'MERRA2_FLX.nc'
},
{
'name': 'M2I3NPASM', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
# Note: M2I3NPASM is the correct collection name for pressure/vertical variables
'variables': ['T', 'U', 'V', 'QV', 'H', 'RH', 'SLP'], # Using the variable list you provided
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_ASM.nc'
},
{
'name': 'M2I3NPASM', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
# Note: M2I3NPASM is the correct collection name for pressure/vertical variables
'variables': ['T', 'RH'], # Using the variable list you provided
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_ASM_RH.nc'
},
{
'name': 'M2T3NPTDT', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': None, # Download all variables and then drop below
'drop_variables': ['DTDTGWD'], # Variables to drop as requested
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_TDT.nc'
},
{
'name': 'M2T3NPUDT', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': None, # Download all variables and then drop below
'drop_variables': ['DUDTGWD', 'DVDTGWD'], # Variables to drop as requested
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_UDT.nc'
},
{
'name': 'M2T3NPRAD', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': ['CLOUD', 'DTDTLWR', 'DTDTSWR'],
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_RAD_3D.nc'
},
{
'name': 'M2T3NPCLD', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': ['CFCU', 'DTRAIN'],
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_CU_CLD.nc'
},
{
'name': 'M2T3NPMST', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': ['CMFMC'],
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_MST_CONVXN.nc'
},
{
'name': 'M2T3NPTRB', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR5,
'url_builder': None,
'variables': ['KH', 'KM'],
'drop_variables': None,
'dimensions': '3D', 'time_step_slice': 1, 'output_name': 'MERRA2_TRB.nc'
},
{
'name': 'M2T1NXLND', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR4,
'url_builder': None,
'variables': ['PRECSNOLAND', 'PRECTOTLAND', 'RUNOFF', 'SNODP', 'SNOMAS'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 3, 'output_name': 'MERRA2_LND.nc'
},
{
'name': 'M2T1NXINT', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR4,
'url_builder': None,
'variables': ['DHDT_ANA', 'DKDT_ANA', 'DMDT_ANA', 'DOXDT_ANA', 'DTHDT_ANA',
'DQVDT_ANA', 'DQVDT_DYN', 'DQVDT_PHY', 'DQVDT_MST', 'DQVDT_TRB',
'DTHDT_DYN', 'DTHDT_PHY', 'DKDT_PHY', 'DKDT_DYN', 'DKDT_PHY',
'PRECCU', 'PRECLS', 'PRECSN','FRZCL',
'UFLXQV','VFLXQV','UFLXQL','VFLXQL','UFLXKE','VFLXKE','UFLXCPT','VFLXCPT'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 3, 'output_name': 'MERRA2_LayerBudgets.nc'
},
{
'name': 'M2T1NXRAD', 'subfolder': 'MERRA2', 'server_type': SERVER_GOLDSMR4,
'url_builder': None,
'variables': ['CLDTOT', 'LWGAB', 'LWTUP', 'SWGNT', 'SWTNT', 'TS'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 3, 'output_name': 'MERRA2_RAD_1D.nc'
}
]
# --- MERGIR Configuration (New Satellite Data) ---
MERGIR_CONFIG = {
'name': 'GPM_MERGIR.1', 'subfolder': 'MERGIR', 'server_type': SERVER_DISC2,
'url_builder': _build_mergir_urls,
'variables': ['Tb'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 6, # Every 6th half-hour (3-hourly)
'output_name': 'MERGIR_Tb.nc',
'lat_stride': 2, 'lon_stride': 2
}
# --- IMERG Configuration (New Precipitation Data) ---
IMERG_CONFIG = {
'name': 'GPM_3IMERGHH.07', 'subfolder': 'IMERG', 'server_type': SERVER_GPM1,
'url_builder': _build_imerg_urls,
'variables': ['precipitation'],
'drop_variables': None,
'dimensions': '2D', 'time_step_slice': 6, # Every 6th half-hour (3-hourly)
'output_name': 'IMERG_precip.nc',
'lat_stride': 1, 'lon_stride': 1
}
# --- GFS forecasts Configuration (https://gdex.ucar.edu/datasets/d084001/) ---
# GFS_CONFIG = {
# 'name': 'GFS_FCST', 'subfolder': 'GFS_FCST', 'server_type': SERVER_GFS_FCST,
# 'url_builder': _build_gfs_urls,
# 'variables': ['', 'lat', 'lon', 'time'],
# 'drop_variables': None,
# 'dimensions': '2D', 'time_step_slice': 1, # Every 6th half-hour (3-hourly)
# 'output_name': 'GFS_FCST.nc',
# 'lat_stride': 1, 'lon_stride': 1
# }
# Combine all configurations into a single master list -- but MERGIR is buggy, cut it for now
#ALL_COLLECTIONS = MERRA2_CONFIGS + [MERGIR_CONFIG, IMERG_CONFIG, GFS_CONFIG]
ALL_COLLECTIONS = MERRA2_CONFIGS + [MERGIR_CONFIG, IMERG_CONFIG]
#ALL_COLLECTIONS = MERRA2_CONFIGS + [IMERG_CONFIG]
# ALL_COLLECTIONS = MERRA2_CONFIGS
# =========================================================================
# IV. CORE DOWNLOAD FUNCTION (Generalized)
# =========================================================================
def download_merra2_data(
case_name: str,
username: str,
time_start: str,
time_end: str,
lat_box: slice,
lon_box: slice,
levels: slice,
collections_config: List[Dict[str, Any]] = ALL_COLLECTIONS
):
"""Core function to download, subset, and save GES DISC data, supporting multiple collection types."""
ds = None # Initialize ds to None as a safeguard for returning it
print(f"--- Starting Case: {username}/{case_name} ({time_start} to {time_end}) ---")
for config in collections_config:
collxn: str = config['name']
subfolder_name: str = config['subfolder']
server_type: str = config['server_type']
variables: Optional[List[str]] = config['variables']
drop_variables: Optional[List[str]] = config['drop_variables'] # <-- NEW
dimensions: str = config['dimensions']
time_step_slice: int = config['time_step_slice']
output_name: str = config['output_name']
url_builder = config['url_builder']
lat_stride = config.get('lat_stride', 1)
lon_stride = config.get('lon_stride', 1)
# Derive paths based on the required subfolder
paths = _derive_paths_and_dates(time_start, time_end, username, case_name, subfolder_name)
output_path = paths['output_path']
year_str = paths['year_str']
months = paths['months']
day_range = paths['day_range']
month_range = paths['month_range'] # <--- EXTRACT NEW 'month_range'
output_file = os.path.join(output_path, output_name)
# ... (File Completeness Check remains the same)
# 1. File Completeness Check (1MB threshold)
if os.path.exists(output_file):
file_size_bytes = os.path.getsize(output_file)
if file_size_bytes > MIN_COMPLETE_FILE_SIZE_BYTES:
print(f"-> Skipped {collxn} ({output_name}): File exists and is {file_size_bytes/MIN_COMPLETE_FILE_SIZE_BYTES:.2f} MB (assumed complete).")
continue
else:
print(f"-> Resuming {collxn}: File exists but is only {file_size_bytes/1024:.2f} KB (assumed incomplete). Redownloading...")
print(f"\n-> Starting download for {collxn} (to folder: DATA/{subfolder_name})...")
urls: List[str] = []
# 2. Construct URLs using the correct method
if url_builder:
urls = url_builder(day_range)
elif server_type == SERVER_GOLDSMR4:
url = f'{server_type}{collxn}{MERRA2_VERSION}/{collxn}{MERRA2_VERSION}_Aggregation_{year_str}.ncml'
urls = [url]
# --- START OF FIX ---
elif server_type == SERVER_GOLDSMR5:
print(f" - Required monthly files: {[dt.strftime('%Y-%m') for dt in month_range]}")
# Loop over the actual start date of each required month (dt)
for dt in month_range:
current_year = dt.strftime('%Y')
current_month = dt.strftime('%m')
url = (
f'{server_type}{collxn}{MERRA2_VERSION}/{current_year}/' # <-- CORRECT YEAR USED HERE
f'{collxn}{MERRA2_VERSION}_Aggregation_{current_year}_{current_month}.ncml'
)
urls.append(url)
# --- END OF FIX ---
else:
print(f" - ERROR: Unknown server/builder specified for {collxn}. Skipping.")
continue
# 3. Data Open, Selection, and Saving
ds = None
try:
time_slice_with_stride = slice(time_start, time_end, time_step_slice)
lat_slice_with_stride = slice(lat_box.start, lat_box.stop, lat_stride)
lon_slice_with_stride = slice(lon_box.start, lon_box.stop, lon_stride)
# IMERG requires file by file download, as mfdataset open of daily .ncml aggregations fails.
# Placeholder for the data arrays read from each daily file
daily_datasets = []
# Check if we need to use the sequential approach
if subfolder_name == 'IMERG':
print("Detected IMERG CONFIG: Using sequential file reading and saving.")
# Define the coordinate selection arguments once
sel_kwargs = {
'time': time_slice_with_stride,
'lat': lat_slice_with_stride,
'lon': lon_slice_with_stride
}
if dimensions == '3D':
sel_kwargs['lev'] = levels
print(f" - Applying coordinate selection (time/lat/lon strides: {time_step_slice}/{lat_stride}/{lon_stride})...")
# Loop through each daily URL
for i, url in enumerate(urls):
print(f" - Processing file {i+1}/{len(urls)}: {os.path.basename(url.split('?')[0])}")
# 1. Open the single dataset (no mfdataset)
try:
# Decode_timedelta=False is often necessary for netcdf files from THREDDS/OPeNDAP
ds_daily = xr.open_dataset(url, chunks={}, decode_timedelta=False, \
drop_variables=drop_variables)
except Exception as e:
print(f"!!! Error opening {url}: {e} !!!")
continue # Skip to the next file
# 2. Variable Validation and Subsetting (only applies if we AREN'T using drop_variables)
# We perform variable subsetting on the single file before selection
if variables is not None and len(variables) > 0 and drop_variables is None:
available_vars = list(ds_daily.data_vars)
missing_vars = [v for v in variables if v not in available_vars]
if missing_vars:
# If variables are missing in this file, you might want to raise an error
# or just subset the available ones and issue a warning.
# For consistency with the original code, we'll raise an error.
raise KeyError(
f"Requested variables missing in file {i+1} ({os.path.basename(url.split('?')[0])}): {', '.join(missing_vars)}. "
f"First 10 available variables: {available_vars[:10]}"
)
# print(f" - Subsetting variables: {variables[0]}, ...") # Too chatty for loop
ds_daily = ds_daily[variables]
elif drop_variables is not None:
# print(f" - Dropped unwanted variables: {', '.join(drop_variables)}") # Too chatty for loop
pass # The drop_variables already happened during open_dataset
# 3. Apply Coordinate Selection to the daily file
ds_daily = ds_daily.sel(**sel_kwargs)
# 4. Append the selected daily data to the list
daily_datasets.append(ds_daily)
# 5. Concatenate all daily datasets into a single result dataset
if daily_datasets:
# Concatenate along the 'time' dimension
ds = xr.concat(daily_datasets, dim='time')
else:
# If no data was successfully read
print("!!! No data was successfully read and concatenated. Aborting save. !!!")
# You might want to raise an error here instead
# raise RuntimeError("Failed to download any data from the provided URLs.")
return # Exit the function or block if no data
# --- START OF ORIGINAL CODE PATH FOR NON-IMERG CONFIG OR IF url_builder IS FALSE ---
# This block handles the original open_mfdataset logic for other CONFIGs.
else:
# Use combine='nested' for IMERG/MERGIR (built from daily/half-hourly files)
if url_builder:
ds = xr.open_mfdataset(urls, combine='nested', concat_dim='time', \
chunks={}, decode_timedelta=False, \
drop_variables=drop_variables) # <-- DROP_VARIABLES HERE
else:
ds = xr.open_mfdataset(urls, combine='by_coords', chunks={}, drop_variables=drop_variables) # <-- DROP_VARIABLES HERE
# 4. Variable Validation and Subsetting (only applies if we AREN'T using drop_variables)
# This remains the same as your original code
if variables is not None and len(variables) > 0 and drop_variables is None:
available_vars = list(ds.data_vars)
missing_vars = [v for v in variables if v not in available_vars]
if missing_vars:
print(urls)
print(variables)
#display(ds)
raise KeyError(
f"Requested variables missing: {', '.join(missing_vars)}. "
f"First 10 available variables in {collxn}: {available_vars[:10]}"
)
print(f" - Subsetting variables: {variables[0]}, ...")
ds = ds[variables]
elif drop_variables is not None:
print(f" - Dropped unwanted variables: {', '.join(drop_variables)}")
# 5. Apply Coordinate Selection
sel_kwargs = {
'time': time_slice_with_stride,
'lat': lat_slice_with_stride,
'lon': lon_slice_with_stride
}
if dimensions == '3D':
sel_kwargs['lev'] = levels
print(f" - Applying coordinate selection (time/lat/lon strides: {time_step_slice}/{lat_stride}/{lon_stride})...")
ds = ds.sel(**sel_kwargs)
# --- END OF ORIGINAL CODE PATH ---
# 6. Save to NetCDF (Executed after either the sequential IMERG process or the mfdataset process)
print(f" - Saving final combined data to: **{output_file}**")
# Ensure we have a dataset to save
if 'ds' in locals():
# It's good practice to call .load() before saving when using OPeNDAP/Dask
# to ensure all data is actually downloaded before writing to disk.
ds.load()
ds.to_netcdf(output_file)
print('Size (MB): ', ds.nbytes/1e6)
else:
print("No final dataset to save. Check the IMERG process for errors.")
print(f" - {collxn} Download Completed Successfully.")
file_size_bytes = os.path.getsize(output_file)
print("File size "+str(file_size_bytes/1e6)+' MB')
except Exception as e:
#display(ds)
# import ipdb; ipdb.set_trace() # or use %debug in next cell
error_type = type(e).__name__
if error_type == 'KeyError':
print(urls)
print(f" - ERROR downloading {collxn}: {e}")
elif ds is None:
print(f" - FATAL ERROR downloading {collxn}: {error_type}: {e}")
print(" - This is likely a network/authorization failure, as the dataset connection could not be established.")
else:
print(f" - ERROR downloading {collxn}: {error_type}: {e}")
print(f"--- Finished Case: {username}/{case_name} ---\n")
return(ds)
In [10]:
# Specify the Gemini case studies: M2 + IMERG + MERGIR ideally
# This cell relies on the functions and constants being defined in the cell run immediately before this one.
# Combine all configurations into a single master list -- but MERGIR is buggy, cut it for now
#ALL_COLLECTIONS = MERRA2_CONFIGS + [MERGIR_CONFIG, IMERG_CONFIG]
COLLECTIONS_TO_DOWNLOAD = MERRA2_CONFIGS + [IMERG_CONFIG]
#ALL_COLLECTIONS = MERRA2_CONFIGS
#ALL_COLLECTIONS = MERRA2_CONFIGS + [IMERG_CONFIG, MERGIR_CONFIG]
#ALL_COLLECTIONS = [MERGIR_CONFIG]
# Default constants for CONUS region and Troposphere levels
DEFAULT_LAT_BOX = slice(20, 50)
DEFAULT_LON_BOX = slice(-130, -70)
DEFAULT_LEVELS = slice(1000, 100, 2)
CASE_STUDY_LIST = [
{
'case_name': 'Hurricane_Dorian',
'username': 'StormTrack',
'time_start': '2019-09-01 00:00',
'time_end': '2019-09-08 00:00',
'lat_box': slice(15, 45), # Atlantic/Southeast US
'lon_box': slice(-90, -50),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'California_Heatwave',
'username': 'ClimateWest',
'time_start': '2021-06-25 00:00',
'time_end': '2021-06-30 23:50',
'lat_box': slice(30, 50),
'lon_box': slice(-130, -100),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'Midwest_Tornado_Outbreak',
'username': 'SevereWeather',
'time_start': '2011-04-25 00:00',
'time_end': '2011-04-28 00:00',
'lat_box': slice(30, 45),
'lon_box': slice(-105, -80),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'Arctic_Vortex',
'username': 'PolarStudy',
'time_start': '2014-01-01 00:00',
'time_end': '2014-01-07 00:00',
'lat_box': slice(30, 70), # Extending North
'lon_box': slice(-140, -60),
'levels': slice(1000, 50, 2), # Deeper levels
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'Pacific_Storm',
'username': 'OceanDynamics',
'time_start': '2018-11-10 00:00',
'time_end': '2018-11-15 00:00',
'lat_box': slice(35, 55),
'lon_box': slice(-150, -120),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'EastCoast_Blizzard',
'username': 'SnowWatch',
'time_start': '2016-01-21 00:00',
'time_end': '2016-01-25 00:00',
'lat_box': slice(30, 45),
'lon_box': slice(-90, -65),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'Texas_Freeze',
'username': 'PowerGrid',
'time_start': '2021-02-13 00:00',
'time_end': '2021-02-18 00:00',
'lat_box': slice(25, 40),
'lon_box': slice(-110, -85),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'GulfCoast_Rain',
'username': 'Hydrology',
'time_start': '2017-08-01 00:00',
'time_end': '2017-08-07 00:00',
'lat_box': slice(20, 35),
'lon_box': slice(-100, -80),
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
},
{
'case_name': 'Precip_Tracking',
'username': 'GeneralData',
'time_start': '2020-03-15 00:00',
'time_end': '2020-03-25 00:00',
'lat_box': DEFAULT_LAT_BOX,
'lon_box': DEFAULT_LON_BOX,
'levels': DEFAULT_LEVELS,
'collections_config': COLLECTIONS_TO_DOWNLOAD
}
]
In [11]:
for case in CASE_STUDY_LIST:
print(case['username'], case['case_name'])
StormTrack Hurricane_Dorian ClimateWest California_Heatwave SevereWeather Midwest_Tornado_Outbreak PolarStudy Arctic_Vortex OceanDynamics Pacific_Storm SnowWatch EastCoast_Blizzard PowerGrid Texas_Freeze Hydrology GulfCoast_Rain GeneralData Precip_Tracking
In [ ]:
In [13]:
print(f"--- Starting Generalized Download of {len(CASE_STUDY_LIST)} Case Studies ---")
for case in CASE_STUDY_LIST:
#for case in CASE_STUDY_LIST[0:2]:
# download_merra2_data is called directly
ds = download_merra2_data(**case)
print("\nAll case study download attempts have been processed for MERRA2, MERGIR, and IMERG.")
--- Starting Generalized Download of 9 Case Studies --- --- Starting Case: StormTrack/Hurricane_Dorian (2019-09-01 00:00 to 2019-09-08 00:00) --- -> Starting download for M2T1NXSLV (to folder: DATA/MERRA2)... - Subsetting variables: H250, ... - Applying coordinate selection (time/lat/lon strides: 3/1/1)... - Saving final combined data to: **/home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_SLV.nc** Size (MB): 19.540976 -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 40.94 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 297.77 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 98.06 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 336.98 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 385.10 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 144.47 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 96.34 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 48.22 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 96.34 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 18.65 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 96.69 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 22.37 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 114.12 MB (assumed complete). --- Finished Case: StormTrack/Hurricane_Dorian --- --- Starting Case: ClimateWest/California_Heatwave (2021-06-25 00:00 to 2021-06-30 23:50) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 35.73 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 17.91 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 127.16 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 41.91 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 146.48 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 167.38 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 62.83 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 41.91 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 21.00 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 41.91 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 8.18 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 42.26 MB (assumed complete). -> Starting download for M2T1NXRAD (to folder: DATA/MERRA2)... - Subsetting variables: CLDTOT, ... - Applying coordinate selection (time/lat/lon strides: 3/1/1)... - Saving final combined data to: **/home/jovyan/share/ClimateWest/California_Heatwave/DATA/MERRA2/MERRA2_RAD_1D.nc** Size (MB): 2.315472 -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 48.11 MB (assumed complete). --- Finished Case: ClimateWest/California_Heatwave --- --- Starting Case: SevereWeather/Midwest_Tornado_Outbreak (2011-04-25 00:00 to 2011-04-28 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 11.56 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 5.83 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 42.03 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 13.89 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 46.49 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 53.10 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 19.97 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 13.34 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 6.72 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 13.34 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 2.69 MB (assumed complete). -> Starting download for M2T1NXINT (to folder: DATA/MERRA2)... - Subsetting variables: DHDT_ANA, ... - Applying coordinate selection (time/lat/lon strides: 3/1/1)... - Saving final combined data to: **/home/jovyan/share/SevereWeather/Midwest_Tornado_Outbreak/DATA/MERRA2/MERRA2_LayerBudgets.nc** Size (MB): 3.173184 -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 3.22 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 15.73 MB (assumed complete). --- Finished Case: SevereWeather/Midwest_Tornado_Outbreak --- --- Starting Case: PolarStudy/Arctic_Vortex (2014-01-01 00:00 to 2014-01-07 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 184.28 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 92.19 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 725.53 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 239.06 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 819.43 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 936.46 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 351.24 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 234.18 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 117.14 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 234.18 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 41.95 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 217.81 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 50.33 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 261.47 MB (assumed complete). --- Finished Case: PolarStudy/Arctic_Vortex --- --- Starting Case: OceanDynamics/Pacific_Storm (2018-11-10 00:00 to 2018-11-15 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 29.84 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 14.97 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 108.64 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 35.81 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 122.10 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 139.52 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 52.38 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 34.94 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 17.52 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 34.94 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 6.84 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 35.30 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 8.20 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 41.11 MB (assumed complete). --- Finished Case: OceanDynamics/Pacific_Storm --- --- Starting Case: SnowWatch/EastCoast_Blizzard (2016-01-21 00:00 to 2016-01-25 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 15.28 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 7.69 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 55.41 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 18.30 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 61.91 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 70.72 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 26.58 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 17.74 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 8.92 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 17.74 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 3.54 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 18.10 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 4.23 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 20.73 MB (assumed complete). --- Finished Case: SnowWatch/EastCoast_Blizzard --- --- Starting Case: PowerGrid/Texas_Freeze (2021-02-13 00:00 to 2021-02-18 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 19.01 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 9.55 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 68.80 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 22.70 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 77.33 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 88.35 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 33.19 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 22.15 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 11.12 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 22.15 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 4.38 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 22.50 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 5.25 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 25.73 MB (assumed complete). --- Finished Case: PowerGrid/Texas_Freeze --- --- Starting Case: Hydrology/GulfCoast_Rain (2017-08-01 00:00 to 2017-08-07 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 18.38 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 9.24 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 66.19 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 21.84 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 74.70 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 85.34 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 32.06 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 21.40 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 10.75 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 21.40 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 4.24 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 21.75 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 5.08 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 24.61 MB (assumed complete). --- Finished Case: Hydrology/GulfCoast_Rain --- --- Starting Case: GeneralData/Precip_Tracking (2020-03-15 00:00 to 2020-03-25 00:00) --- -> Skipped M2T1NXSLV (MERRA2_SLV.nc): File exists and is 173.94 MB (assumed complete). -> Skipped M2T1NXFLX (MERRA2_FLX.nc): File exists and is 87.02 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM.nc): File exists and is 631.24 MB (assumed complete). -> Skipped M2I3NPASM (MERRA2_ASM_RH.nc): File exists and is 207.81 MB (assumed complete). -> Skipped M2T3NPTDT (MERRA2_TDT.nc): File exists and is 718.15 MB (assumed complete). -> Skipped M2T3NPUDT (MERRA2_UDT.nc): File exists and is 820.72 MB (assumed complete). -> Skipped M2T3NPRAD (MERRA2_RAD_3D.nc): File exists and is 307.83 MB (assumed complete). -> Skipped M2T3NPCLD (MERRA2_CU_CLD.nc): File exists and is 205.24 MB (assumed complete). -> Skipped M2T3NPMST (MERRA2_MST_CONVXN.nc): File exists and is 102.67 MB (assumed complete). -> Skipped M2T3NPTRB (MERRA2_TRB.nc): File exists and is 205.24 MB (assumed complete). -> Skipped M2T1NXLND (MERRA2_LND.nc): File exists and is 39.60 MB (assumed complete). -> Skipped M2T1NXINT (MERRA2_LayerBudgets.nc): File exists and is 205.60 MB (assumed complete). -> Skipped M2T1NXRAD (MERRA2_RAD_1D.nc): File exists and is 47.51 MB (assumed complete). -> Skipped GPM_3IMERGHH.07 (IMERG_precip.nc): File exists and is 243.15 MB (assumed complete). --- Finished Case: GeneralData/Precip_Tracking --- All case study download attempts have been processed for MERRA2, MERGIR, and IMERG.
In [14]:
for case in CASE_STUDY_LIST:
print(case['username'], case['case_name'])
StormTrack Hurricane_Dorian ClimateWest California_Heatwave SevereWeather Midwest_Tornado_Outbreak PolarStudy Arctic_Vortex OceanDynamics Pacific_Storm SnowWatch EastCoast_Blizzard PowerGrid Texas_Freeze Hydrology GulfCoast_Rain GeneralData Precip_Tracking
In [ ]:
In [ ]:
In [ ]:
In [ ]:
In [7]:
# Input template file
#input_file = 'template.py' # Replace with your actual template
input_file = 'UDTkin_and_OnePlotEachField.ipynb'; lang='PYTHON'
input_file = 'MyCaseBundle_layerbudgets_consounding.xidv'; lang='IDV'
input_file = 'MyCaseBundle_IVT_and_topo.xidv'; lang='IDV'
input_file = 'MyCaseBundle_TqV_budgets_consounding.xidv'; lang='IDV'
input_file = 'GFS1deg.consound.relvort.xidv'; lang='IDV'
In [3]:
import os
import shutil
# List of user-case pairs
pairs = [
('Brendan_Janasiewicz', 'Isabel2003'),
('AnnBadowsky', 'Tahoe2024_biggerbox'),
('Brendan_Janasiewicz', 'Matthew2016'),
('BrianMapes', 'LMT5.2_blizzard'),
('deelan_jariwala', 'SANDY2012'),
('Elliot_Danto', '2013_Blizzard'),
('Elliot_Danto', '2013_Blizzard_souther'),
('Jessica_Weinberg', 'OCT2011_NOREASTER'),
('Mackenzie_Carr', 'TCMATTHEW16'),
('Matt_Reardon', 'March_13_2017'),
('Matt_Reardon', 'March_13_2017_east'),
('William_Bouza', '20160117_ColdFront'),
('Theresia', 'DeepSouth_Winterstorm2025'),
('Theresia', 'Jakarta_NewYear2020_flashflood')
]
pairs.extend([
('StormTrack', 'Hurricane_Dorian'),
('ClimateWest', 'California_Heatwave'),
('SevereWeather', 'Midwest_Tornado_Outbreak'),
('PolarStudy', 'Arctic_Vortex'),
('OceanDynamics', 'Pacific_Storm'),
('SnowWatch', 'EastCoast_Blizzard'),
('PowerGrid', 'Texas_Freeze'),
('Hydrology', 'GulfCoast_Rain'),
('GeneralData', 'Precip_Tracking')
])
for username, casename in pairs:
output_dir = f"/home/jovyan/share/{username}/{casename}/CODE/{lang}/"
# Create directory
os.makedirs(output_dir, exist_ok=True)
# Read template and replace strings
with open(input_file, 'r') as f:
content = f.read()
content = content.replace('LMT5.2_blizzard', casename).replace('BrianMapes', username)
# Write output
output_file = os.path.join(output_dir, input_file)
with open(output_file, 'w') as f:
f.write(content)
In [8]:
!ls -tl ~/share/*/*/CODE/*/
/home/jovyan/share/GeneralData/Precip_Tracking/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750442 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/Hydrology/GulfCoast_Rain/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750439 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/PowerGrid/Texas_Freeze/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750437 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/SnowWatch/EastCoast_Blizzard/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750443 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/OceanDynamics/Pacific_Storm/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750442 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/PolarStudy/Arctic_Vortex/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750439 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/SevereWeather/Midwest_Tornado_Outbreak/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750453 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/ClimateWest/California_Heatwave/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750446 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/StormTrack/Hurricane_Dorian/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750442 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/Matt_Reardon/March_13_2017/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750441 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/Elliot_Danto/2013_Blizzard/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750441 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/CODE/PYTHON/: total 16360 -rw-r--r-- 1 jovyan users 16750445 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb /home/jovyan/share/deelan_jariwala/SANDY2012/CODE/PYTHON/: total 55888 -rw-r--r-- 1 jovyan users 16750440 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 21429148 Dec 17 16:08 UDTkinematics_and_OnePlotEachDataset.ipynb -rw-r--r-- 1 jovyan users 19045999 Dec 17 16:08 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/CODE/PYTHON/: total 29220 -rw-r--r-- 1 jovyan users 16750446 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 12477143 Dec 17 16:09 UDTkinematics_and_OnePlotEachDataset.ipynb -rw-r--r-- 1 jovyan users 685252 Dec 17 16:09 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/CODE/Python/: total 12 -rw-r--r-- 1 jovyan users 9249 Dec 17 16:09 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/Elliot_Danto/2013_Blizzard_souther/CODE/PYTHON/: total 32384 -rw-r--r-- 1 jovyan users 16750449 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 16392217 Dec 17 16:09 UDTkinematics_and_OnePlotEachDataset.ipynb -rw-r--r-- 1 jovyan users 9252 Dec 17 16:09 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UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/BrianMapes/LMT5.2_blizzard/CODE/PYTHON/: total 16472 -rw-r--r-- 1 jovyan users 16750441 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 98957 Dec 17 16:09 UDTkinematics_and_OnePlotEachDataset.ipynb -rw-r--r-- 1 jovyan users 9244 Dec 17 16:09 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/CODE/PYTHON/: total 28004 -rw-r--r-- 1 jovyan users 16750446 Dec 17 21:12 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 11921091 Dec 17 16:09 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/AnnBadowsky/Tahoe2024/CODE/PYTHON/: total 27156 -rw-r--r-- 1 jovyan users 18266499 Dec 17 16:09 UDTkin_and_OnePlotEachField.ipynb -rw-r--r-- 1 jovyan users 9527291 Dec 17 16:09 UDTkinematics_and_OnePlotEachDataset.ipynb -rw-r--r-- 1 jovyan users 9239 Dec 17 16:09 UDTkin_and_OnePlotEachDataset.ipynb /home/jovyan/share/William_Bouza/20160117ColdFront/CODE/PYTHON/: total 0 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42M /home/jovyan/share/AnnBadowsky/TAHOE/DATA/TAHOE_NCEP1/NCEP1_uvZTp.nc 324K /home/jovyan/share/AnnBadowsky/TAHOE/DATA/TAHOE_NCEP1/tahoe_NCEP1data.nc 2.0M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/IMERG/IMERG_precip.nc 1.9M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERGIR/MERGIR_Tb.nc 9.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_ASM.nc 1.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_ASM_RH.nc 1.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_CU_CLD.nc 772K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_FLX.nc 360K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_LND.nc 1.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_LayerBudgets.nc 872K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_MST_CONVXN.nc 432K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_RAD_1D.nc 2.6M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_RAD_3D.nc 3.4M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_SLV.nc 6.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_TDT.nc 1.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_TRB.nc 6.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_UDT.nc 2.1M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_UDTkinematic.nc 5.8M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/IMERG/IMERG_precip.nc 16M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_ASM.nc 5.1M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_ASM_RH.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_CU_CLD.nc 2.1M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_FLX.nc 980K /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_LND.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_LayerBudgets.nc 2.5M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.2M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_RAD_1D.nc 7.3M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_RAD_3D.nc 4.2M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_SLV.nc 17M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_TDT.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_TRB.nc 20M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_UDT.nc 6.0M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_UDTkinematic.nc 24K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/IMERG/IMERG_precip.nc 48K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_ASM.nc 32K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_ASM_RH.nc 32K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_CU_CLD.nc 56K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_FLX.nc 36K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_LND.nc 116K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_LayerBudgets.nc 28K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_MST_CONVXN.nc 40K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_RAD_1D.nc 36K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_RAD_3D.nc 88K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_SLV.nc 56K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_TDT.nc 32K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_TRB.nc 56K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_UDT.nc 28M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/IMERG/IMERG_precip.nc 60M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_ASM.nc 24M 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12M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/NCEP1/NCEP1_uvZTp.nc 1.3M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/NCEP1/NCEP1data.nc 5.8M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/IMERG/IMERG_precip.nc 13M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_ASM.nc 5.1M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_ASM_RH.nc 4.9M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_CU_CLD.nc 2.1M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_FLX.nc 980K /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_LND.nc 5.0M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_LayerBudgets.nc 2.5M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.2M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_RAD_1D.nc 7.3M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_RAD_3D.nc 4.2M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_SLV.nc 17M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_TDT.nc 4.9M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_TRB.nc 20M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_UDT.nc 6.0M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_UDTkinematic.nc 9.4M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/IMERG/IMERG_precip.nc 21M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_ASM.nc 8.2M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_ASM_RH.nc 8.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_CU_CLD.nc 3.5M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_FLX.nc 1.6M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_LND.nc 8.2M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_LayerBudgets.nc 4.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.9M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_RAD_1D.nc 13M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_RAD_3D.nc 370M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_SLV.nc 33M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_TDT.nc 8.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_TRB.nc 33M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_UDT.nc 9.9M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_UDTkinematic.nc 75M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/NCEP1/NCEP1_uvZTp.nc
In [11]:
ls -sh ~/*/*/*/DATA/*/*FLX*nc
6.7M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_FLX.nc
In [6]:
xr.open_dataset('/home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_SLV.nc')
Out[6]:
<xarray.Dataset> Size: 388MB
Dimensions: (time: 144, lat: 111, lon: 129)
Coordinates:
* lon (lon) float64 1kB -130.0 -129.4 -128.8 ... -51.25 -50.62 -50.0
* lat (lat) float64 888B 10.0 10.5 11.0 11.5 ... 63.5 64.0 64.5 65.0
* time (time) datetime64[ns] 1kB 2012-10-25T00:30:00 ... 2012-10-30T23...
Data variables: (12/47)
CLDPRS (time, lat, lon) float32 8MB ...
CLDTMP (time, lat, lon) float32 8MB ...
DISPH (time, lat, lon) float32 8MB ...
H1000 (time, lat, lon) float32 8MB ...
H250 (time, lat, lon) float32 8MB ...
H500 (time, lat, lon) float32 8MB ...
... ...
V250 (time, lat, lon) float32 8MB ...
V2M (time, lat, lon) float32 8MB ...
V500 (time, lat, lon) float32 8MB ...
V50M (time, lat, lon) float32 8MB ...
V850 (time, lat, lon) float32 8MB ...
ZLCL (time, lat, lon) float32 8MB ...
Attributes: (12/30)
History: Original file generated: Sun Aug 31 21...
Comment: GMAO filename: d5124_m2_jan10.tavg1_2d...
Filename: MERRA2_400.tavg1_2d_slv_Nx.20121230.nc4
Conventions: CF-1
Institution: NASA Global Modeling and Assimilation ...
References: http://gmao.gsfc.nasa.gov
... ...
Contact: http://gmao.gsfc.nasa.gov
identifier_product_doi: 10.5067/VJAFPLI1CSIV
RangeBeginningDate: 2012-12-30
RangeBeginningTime: 00:00:00.000000
RangeEndingDate: 2012-12-30
RangeEndingTime: 23:59:59.000000In [ ]:
ds
In [ ]:
ds1 = xr.open_mfdataset('https://disc2.gesdisc.eosdis.nasa.gov/opendap/MERGED_IR/GPM_MERGIR.1/2024/064/merg_2024030422_4km-pixel.nc4', 'https://disc2.gesdisc.eosdis.nasa.gov/opendap/MERGED_IR/GPM_MERGIR.1/2024/064/merg_2024030423_4km-pixel.nc4'])
In [27]:
xr.open_dataset('/home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERGIR/MERGIR_Tb.nc')
Out[27]:
<xarray.Dataset> Size: 4MB
Dimensions: (time: 25, lat: 138, lon: 275)
Coordinates:
* lon (lon) float32 1kB -130.0 -129.9 -129.9 ... -110.2 -110.1 -110.1
* lat (lat) float32 552B 35.02 35.09 35.17 35.24 ... 44.85 44.92 44.99
* time (time) datetime64[ns] 200B NaT NaT NaT NaT NaT ... NaT NaT NaT NaT
Data variables:
Tb (time, lat, lon) float32 4MB ...
Attributes:
BeginDate: 2024-03-01
BeginTime: 00:00:00.000Z
EndDate: 2024-03-01
EndTime: 00:59:59.999Z
FileHeader: StartGranuleDateTime=2024-03-01T00:00:00.000Z;\nStopGran...
InputPointer: merg_2024030100_4km-pixel
title: NCEP/CPC 4km Global (60N - 60S) IR Dataset
ProductionTime: 2025-08-22T22:56:04.074Z
DOI: 10.5067/P4HZB9N27EKUIn [ ]:
In [ ]:
In [ ]:
%debug
In [15]:
ls -sh ~/*/*/*/DATA/*/*nc
42M /home/jovyan/share/AnnBadowsky/TAHOE/DATA/TAHOE_NCEP1/NCEP1_uvZTp.nc 324K /home/jovyan/share/AnnBadowsky/TAHOE/DATA/TAHOE_NCEP1/tahoe_NCEP1data.nc 2.0M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/IMERG/IMERG_precip.nc 1.9M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERGIR/MERGIR_Tb.nc 9.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_ASM.nc 1.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_ASM_RH.nc 1.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_CU_CLD.nc 772K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_FLX.nc 360K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_LND.nc 1.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_LayerBudgets.nc 872K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_MST_CONVXN.nc 432K /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_RAD_1D.nc 2.6M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_RAD_3D.nc 3.4M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_SLV.nc 6.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_TDT.nc 1.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_TRB.nc 6.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_UDT.nc 2.1M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_UDTkinematic.nc 5.8M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/IMERG/IMERG_precip.nc 16M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_ASM.nc 5.1M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_ASM_RH.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_CU_CLD.nc 2.1M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_FLX.nc 980K /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_LND.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_LayerBudgets.nc 2.5M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.2M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_RAD_1D.nc 7.3M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_RAD_3D.nc 4.2M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_SLV.nc 17M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_TDT.nc 4.9M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_TRB.nc 20M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_UDT.nc 6.0M /home/jovyan/share/AnnBadowsky/Tahoe2024_biggerbox/DATA/MERRA2/MERRA2_UDTkinematic.nc 12M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/IMERG/IMERG_precip.nc 48K /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_ASM.nc 11M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_ASM_RH.nc 10M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_CU_CLD.nc 4.3M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_FLX.nc 2.0M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_LND.nc 11M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_LayerBudgets.nc 5.0M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_MST_CONVXN.nc 2.4M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_RAD_1D.nc 15M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_RAD_3D.nc 8.5M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_SLV.nc 35M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_TDT.nc 10M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_TRB.nc 40M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_UDT.nc 3.1M /home/jovyan/share/Brendan_Janasiewicz/Isabel2003/DATA/MERRA2/MERRA2_UDTkinematic.nc 28M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/IMERG/IMERG_precip.nc 60M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_ASM.nc 24M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_ASM_RH.nc 24M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_CU_CLD.nc 10M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_FLX.nc 4.6M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_LND.nc 24M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_LayerBudgets.nc 12M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_MST_CONVXN.nc 5.5M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_RAD_1D.nc 36M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_RAD_3D.nc 20M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_SLV.nc 83M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_TDT.nc 24M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_TRB.nc 94M /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_UDT.nc 0 /home/jovyan/share/Brendan_Janasiewicz/Matthew2016/DATA/MERRA2/MERRA2_UDTkinematic.nc 16M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/IMERG/IMERG_precip.nc 34M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_ASM.nc 14M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_CU_CLD.nc 5.7M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_FLX.nc 2.6M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_LND.nc 14M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_LayerBudgets.nc 6.7M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_MST_CONVXN.nc 3.1M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_RAD_1D.nc 20M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_RAD_3D.nc 25M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_SLV.nc 40M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_TDT.nc 14M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_TRB.nc 53M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_UDT.nc 64M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/NCEP1/NCEP1_uvZTp.nc 17M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/IMERG/IMERG_precip.nc 37M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_ASM.nc 15M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_ASM_RH.nc 14M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_CU_CLD.nc 5.9M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_FLX.nc 2.7M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_LND.nc 14M /home/jovyan/share/BrianMapes/LMT5.2_blizzard/DATA/MERRA2/MERRA2_LayerBudgets.nc 6.9M 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/home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_ASM.nc 4.2M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_ASM_RH.nc 4.1M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_CU_CLD.nc 1.8M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_FLX.nc 832K /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_LND.nc 4.2M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_LayerBudgets.nc 2.1M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_MST_CONVXN.nc 996K /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_RAD_1D.nc 6.1M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_RAD_3D.nc 3.5M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_SLV.nc 15M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_TDT.nc 4.1M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_TRB.nc 17M /home/jovyan/share/SnowWatch/EastCoast_Blizzard/DATA/MERRA2/MERRA2_UDT.nc 27M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/IMERG/IMERG_precip.nc 69M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_ASM.nc 23M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_ASM_RH.nc 23M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_CU_CLD.nc 9.4M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_FLX.nc 4.3M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_LND.nc 23M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_LayerBudgets.nc 12M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_MST_CONVXN.nc 5.2M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_RAD_1D.nc 34M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_RAD_3D.nc 19M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_SLV.nc 78M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_TDT.nc 23M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_TRB.nc 89M /home/jovyan/share/StormTrack/Hurricane_Dorian/DATA/MERRA2/MERRA2_UDT.nc 29M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/IMERG/IMERG_precip.nc 62M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_ASM.nc 25M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_ASM_RH.nc 24M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_CU_CLD.nc 10M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_FLX.nc 4.6M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_LND.nc 24M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_LayerBudgets.nc 12M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_MST_CONVXN.nc 5.5M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_RAD_1D.nc 36M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_RAD_3D.nc 20M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_SLV.nc 83M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_TDT.nc 24M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_TRB.nc 94M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_UDT.nc 29M /home/jovyan/share/Theresia/DeepSouth_Winterstorm2025/DATA/MERRA2/MERRA2_UDTkinematic.nc 20M /home/jovyan/share/Theresia/IAN2022/DATA/NCEP1/NCEP1_uvZTp.nc 19M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/IMERG/IMERG_precip.nc 40M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_ASM.nc 7.2M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_ASM_RH.nc 16M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_CU_CLD.nc 6.7M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_FLX.nc 3.1M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_LND.nc 16M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_LayerBudgets.nc 7.9M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_MST_CONVXN.nc 3.7M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_RAD_1D.nc 24M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_RAD_3D.nc 14M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_SLV.nc 55M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_TDT.nc 16M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_TRB.nc 63M /home/jovyan/share/Theresia/Jakarta_NewYear2020_flashflood/DATA/MERRA2/MERRA2_UDT.nc 3.7M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/IMERG/IMERG_precip.nc 8.1M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_ASM.nc 3.1M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_CU_CLD.nc 1.4M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_FLX.nc 632K /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_LND.nc 3.2M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_LayerBudgets.nc 1.6M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_MST_CONVXN.nc 756K /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_RAD_1D.nc 4.6M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_RAD_3D.nc 33M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_SLV.nc 13M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_TDT.nc 3.1M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_TRB.nc 13M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_UDT.nc 12M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/NCEP1/NCEP1_uvZTp.nc 1.3M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/NCEP1/NCEP1data.nc 5.8M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/IMERG/IMERG_precip.nc 13M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_ASM.nc 5.1M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_ASM_RH.nc 4.9M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_CU_CLD.nc 2.1M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_FLX.nc 980K /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_LND.nc 5.0M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_LayerBudgets.nc 2.5M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.2M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_RAD_1D.nc 7.3M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_RAD_3D.nc 4.2M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_SLV.nc 17M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_TDT.nc 4.9M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_TRB.nc 20M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_UDT.nc 6.0M /home/jovyan/share/William_Bouza/20160117_ColdFront/DATA/MERRA2/MERRA2_UDTkinematic.nc 9.4M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/IMERG/IMERG_precip.nc 21M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_ASM.nc 8.2M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_ASM_RH.nc 8.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_CU_CLD.nc 3.5M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_FLX.nc 1.6M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_LND.nc 8.2M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_LayerBudgets.nc 4.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_MST_CONVXN.nc 1.9M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_RAD_1D.nc 13M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_RAD_3D.nc 370M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_SLV.nc 33M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_TDT.nc 8.1M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_TRB.nc 33M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_UDT.nc 9.9M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_UDTkinematic.nc 75M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/NCEP1/NCEP1_uvZTp.nc
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ls -sh ~/*/*/*/DATA/MERRA2/*SLV*nc
3.4M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_SLV.nc 25M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_SLV.nc 34M /home/jovyan/share/BrianMapes/Malakis2010_LMT1.5/DATA/MERRA2/MERRA2_SLV.nc 4.1M /home/jovyan/share/BrianMapes/Malakis_2010.09.23-2010.09.24/DATA/MERRA2/MERRA2_SLV.nc 15M /home/jovyan/share/Elliot_Danto/2013_Blizzard/DATA/MERRA2/MERRA2_SLV.nc 6.8M /home/jovyan/share/Jessica_Weinberg/OCT2011NOREASTER/DATA/MERRA2/MERRA2_SLV.nc 25M /home/jovyan/share/Mackenzie_Carr/TCMATTHEW16/DATA/MERRA2/MERRA2_SLV.nc 24M /home/jovyan/share/Matt_Reardon/March_13_2017/DATA/MERRA2/MERRA2_SLV.nc 33M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_SLV.nc 370M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_SLV.nc
In [116]:
ls -sh ~/*/*/*/DATA/MERRA2/*TDT*nc
6.7M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_TDT.nc 40M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_TDT.nc 19M /home/jovyan/share/BrianMapes/Malakis_2010.09.23-2010.09.24/DATA/MERRA2/MERRA2_TDT.nc 67M /home/jovyan/share/Elliot_Danto/2013_Blizzard/DATA/MERRA2/MERRA2_TDT.nc 24M /home/jovyan/share/Jessica_Weinberg/OCT2011NOREASTER/DATA/MERRA2/MERRA2_TDT.nc 48M /home/jovyan/share/Mackenzie_Carr/TCMATTHEW16/DATA/MERRA2/MERRA2_TDT.nc 113M /home/jovyan/share/Matt_Reardon/March_13_2017/DATA/MERRA2/MERRA2_TDT.nc 13M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_TDT.nc 33M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_TDT.nc
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ls -sh ~/*/*/*/DATA/MERRA2/*ASM*nc
9.8M /home/jovyan/share/AnnBadowsky/Tahoe2024/DATA/MERRA2/MERRA2_ASM.nc 34M /home/jovyan/share/Brendan_Janasiewicz/matthew16/DATA/MERRA2/MERRA2_ASM.nc 14M /home/jovyan/share/BrianMapes/Malakis_2010.09.23-2010.09.24/DATA/MERRA2/MERRA2_ASM.nc 43M /home/jovyan/share/Elliot_Danto/2013_Blizzard/DATA/MERRA2/MERRA2_ASM.nc 21M /home/jovyan/share/Jessica_Weinberg/OCT2011NOREASTER/DATA/MERRA2/MERRA2_ASM.nc 41M /home/jovyan/share/Mackenzie_Carr/TCMATTHEW16/DATA/MERRA2/MERRA2_ASM.nc 74M /home/jovyan/share/Matt_Reardon/March_13_2017/DATA/MERRA2/MERRA2_ASM.nc 8.1M /home/jovyan/share/William_Bouza/20160117ColdFront/DATA/MERRA2/MERRA2_ASM.nc 21M /home/jovyan/share/deelan_jariwala/SANDY2012/DATA/MERRA2/MERRA2_ASM.nc
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