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Repository for code and derived data from NEON data products
MIT License
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Update EFI Forecasting Challenge dataset #18

Closed KristinaRiemer closed 3 years ago

KristinaRiemer commented 3 years ago

- [ ] Add 2020 Daymet weather data - [ ] Investigate NOAA weather data as option

KristinaRiemer commented 3 years ago

Daymet version 4 only goes through the end of 2019 (see news article).

NOAA weather station data (GHCND) is also patchy, both through time and for types of weather variables: 

"","id","latitude","longitude","elevation","state","name","gsn_flag","wmo_id","element","first_year","last_year"
"1","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","PRCP",2015,2021
"2","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","SNOW",2015,2021
"3","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","SNWD",2017,2019
"4","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","DAPR",2020,2020
"5","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","MDPR",2020,2020
"6","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","WESD",2017,2019
"7","US1VAWR0002",38.9094,-78.1298,302.1,"VA","FRONT ROYAL 3.1 ESE","","","WESF",2016,2019
"8","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","TMAX",1897,1954
"9","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","TMIN",1897,1954
"10","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","TOBS",1951,1954
"11","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","PRCP",1892,1954
"12","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","SNOW",1893,1954
"13","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","SNWD",1904,1954
"14","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","DAEV",1951,1954
"15","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","DAPR",1949,1950
"16","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","DAWM",1953,1954
"17","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","EVAP",1951,1954
"18","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","MDEV",1951,1954
"19","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","MDPR",1949,1950
"20","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","MDWM",1953,1954
"21","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WDMV",1951,1954
"22","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WT01",1892,1948
"23","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WT05",1941,1941
"24","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WT07",1953,1953
"25","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WT16",1892,1939
"26","USC00012240",32.5167,-87.85,31.1,"AL","DEMOPOLIS LOCK 4","","","WT18",1895,1936
"27","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","PRCP",1973,2020
"28","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","SNOW",1994,2020
"29","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","SNWD",1996,2020
"30","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","DAPR",2011,2020
"31","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","MDPR",2010,2020
"32","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT01",1998,2019
"33","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT03",2001,2020
"34","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT04",1997,2020
"35","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT05",1997,2020
"36","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT06",1997,2020
"37","USC00140548",37.0486,-95.2142,274.6,"KS","BARTLETT","","","WT11",2016,2019
"38","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","TMAX",2019,2020
"39","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","TMIN",2019,2020
"40","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","TOBS",2019,2020
"41","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","PRCP",2019,2020
"42","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","SNOW",2019,2020
"43","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","SNWD",2019,2020
"44","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","DAPR",2019,2020
"45","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","MDPR",2019,2020
"46","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","WT01",2020,2020
"47","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","WT03",2020,2020
"48","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","WT04",2020,2020
"49","USC00144370",39.0478,-95.1928,331.9,"KS","KU-FIELD STN","","","WT06",2020,2020
"50","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","PRCP",1948,1951
"51","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","SNOW",1948,1950
"52","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","SNWD",1948,1950
"53","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","DAPR",1949,1951
"54","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","DASF",1950,1950
"55","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","MDPR",1949,1951
"56","USC00193429",42.5333,-72.1833,378,"MA","HARVARD FOREST","","","MDSF",1950,1950
"57","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","PRCP",1903,2020
"58","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","SNOW",1903,2020
"59","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","SNWD",1904,2020
"60","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","DAPR",2019,2020
"61","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","MDPR",2019,2020
"62","USC00270390",44.0839,-71.2933,211.2,"NH","BARTLETT","","","WT18",1904,1904
"63","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","TMAX",1921,2020
"64","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","TMIN",1921,2020
"65","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","TOBS",1921,2020
"66","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","PRCP",1921,2020
"67","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","SNOW",1921,2020
"68","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","SNWD",1921,2020
"69","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","DAPR",1948,1986
"70","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","MDPR",1948,2010
"71","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT01",1922,2012
"72","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT03",1989,2010
"73","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT04",1992,1998
"74","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT06",2006,2006
"75","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT10",1953,1953
"76","USC00403420",35.6878,-83.5372,443.2,"TN","GATLINBURG 2 SW","","","WT16",2003,2003
"77","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","TMAX",1893,1898
"78","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","TMIN",1893,1898
"79","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","PRCP",1893,2021
"80","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","SNOW",1893,2010
"81","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","SNWD",1895,2010
"82","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","DAPR",1940,2021
"83","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","DASF",1949,1949
"84","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","MDPR",1940,2021
"85","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","MDSF",1949,1949
"86","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT01",1940,1963
"87","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT03",1940,1981
"88","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT04",1893,1981
"89","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT05",1942,1978
"90","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT06",1943,1980
"91","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT07",1947,1950
"92","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT08",1947,1951
"93","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT09",1950,1950
"94","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT11",1940,1960
"95","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT14",1940,1975
"96","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT16",1893,1893
"97","USC00413247",33.4661,-97.5797,338.3,"TX","FORESTBURG 5 S","","","WT18",1893,1893
"98","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","TMAX",1998,2021
"99","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","TMIN",1998,2021
"100","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","PRCP",1998,2021
"101","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","SNOW",2011,2021
"102","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","SNWD",1998,2021
"103","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","AWND",1998,2021
"104","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","FMTM",1998,2005
"105","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","PGTM",1998,2018
"106","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","TAVG",1998,2005
"107","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","TSUN",2000,2005
"108","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WDF2",1998,2021
"109","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WDF5",1998,2021
"110","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WSF2",1998,2021
"111","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WSF5",1998,2021
"112","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT01",2006,2021
"113","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT02",2006,2021
"114","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT03",2006,2020
"115","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT04",2014,2015
"116","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT06",2011,2020
"117","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT08",2006,2021
"118","USW00004803",45.6308,-89.4653,487.4,"WI","RHINELANDER ONEIDA AP","","","WT09",2012,2021