diff --git a/calfire/README.md b/calfire/README.md new file mode 100644 index 0000000..6acfe20 --- /dev/null +++ b/calfire/README.md @@ -0,0 +1,18 @@ +# CalFire historical perimeter data +This data contains perimeter boundaries for historical fires in California through the end of the 2019 fire season. We also include the table for the fire region names and 3 letter abbreviations. + +The purpose of this data was to do predictive fire modeling with the weather data set. That data starts at March 3rd 1998. Therefore, to reduce file size, we removed all fire perimeters pre March 3rd 1998. + +There was an obvious type in the original data set for one fire that we corrected the year +from 2106 to 2016. + +We did not extract any of the prescribed fires or legacy fires from fire19_1.gdb nor did we extract any of the line data from cfadmin19_1.gdb + +There was no dictionary provided to translate the integer for cause of fire to a text string. +All the data was downloaded as ESRI filegeodb and then translated in QGIS 3.14.15 to either direct import to PostGIS or PostgreSQL dump files. + +The data is in EPSG:3310 which is valid for all of California and has units of meters so there was no reason to project to another CRS or use a Geometry type in Postgis. + + +All data is from this site: +https://frap.fire.ca.gov/mapping/gis-data/ \ No newline at end of file diff --git a/calweather/California Weather Database Description Variables--UCIPM.html b/calweather/California Weather Database Description Variables--UCIPM.html new file mode 100644 index 0000000..8c7e58d --- /dev/null +++ b/calweather/California Weather Database Description Variables--UCIPM.html @@ -0,0 +1,762 @@ + + + + + California Weather Database Description: Variables--UCIPM + + + + + + + + + + + + + + + + + + + + + + + +
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How to Manage Pests

+

California Weather Database: Description

+ + + + +
+ | Stations and networks + | Retrieving data + | Reports + | Weather menu + | +
+ + + + + +
+

Variables stored in the weather database

+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Overview of variables, time periods, and averages + available for Automatic, TouchTone, Climate, and PestCast stations +
Station typeAutomatic + (approximately 100 stations)TouchTone + (approximately 40 stations)Climate + (approximately 135 stations)PestCast
Source of dataDWR (CIMIS)VolunteersNOAAUC cooperators
Period of record stored6/82 to present or when available8/81 to present or when available1951 to present (3-6 month delay)1996 to present
Variablesavailableaveragesavailableaveragesavailableaveragesavailable
Precipitation amountXX*X*—X X (30-yr.)X*
Precipitation type——X*————
Air temperature, maximum, minimumXX*X—XX (30-yr.)X
Air temperature, observed——X*—X*—X
Weather conditions——X*————
Wind directionX—X*———X*
Wind speedX—X*———X*
Bulb temperature, wet, dry——X*————
Soil temperature, maximum, minimumX X*X*—X*X*—
Pan evaporation amount——X*—X*X*—
Solar radiationXX*X*—X*X*X*
Reference evapotranspirationXX*————X*
Relative humidity, maximum, minimumX —————X*
Relative humidity, observed——————X*
Leaf wetness duration——————X*
* = available at some stations in this network
+ + + + +
+

Variable definitions for daily data

+
+ +

Date

+

The date of the observation. +

+ +

Hour or Time of Observation

+ +

+ Time of observation on the 24-hour clock, from 0001 through 2400 represented + by four-digits in the format HHMM, where HH is hours and + MM is minutes. Some elements of a weather observation occur at + the time of observation, e.g., dry-bulb, wet-bulb temperatures. Others + are from the 24-hour period prior to time of observation, e.g., precipitation. + If maximum and minimum temperatures are the only data entered for a date, + it is assumed that they are for the midnight to midnight period for that + date.

+ +

Precipitation

+

Amount. The amount of precipitation (rain or liquid equivalent + of frozen precipitation) during the 24 hours prior to the time of observation. + Amounts are in inches (to hundredths), except where more than 10 inches + fell in one day; then amounts are in inches to tenths. Also,

+ +
    +
  • *TR indicates that a trace (less than 0.005 inches) of precipitation + fell in the past 24 hours. (In data file formats, traces of precipitation + are listed as "0.00.")
    • + +
  • *SM indicates that the amount for this 24 hours is included + in Subsequent Measurement. (In data file formats, the day's precipitation + is then listed as "0.00.")
    • +
+ +

Type. The predominant type of precipitation that fell. Abbreviations are:

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
RRainFFog
WShowersDZDrizzle
SNSnowTHThunderstorm
RSRain and snow mixZRFreezing rain
IPIce pellets (sleet) or hail  
+ +

Air Temperatures

+

Air temperatures are measured at a height of 5 to 6 feet.

+ +

Maximum and minimum. The highest and lowest, respectively, temperatures + (F or C) that has occurred during the 24 hours prior to the time of observation, + or that has occurred during the midnight to midnight period on the given + day if no time of observation is specified. Temperatures below zero are + indicated by a "-".

+ +

Observation. The air temperature (F or C) at time of observation. + Temperatures below zero are indicated by a "-".

+ +

Weather Type

+

"Weather type" contains information about the weather at the observation + time. Also, if a significant weather event occurs during a day, hail or + a tornado for instance, the occurrence may be noted in this field.

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
CClearRRain
PCPartly cloudyR+Heavy rain
CYCloudyWRain showers
HZHaze or smokeW+Heavy showers
DSDust stormSSnow
FFogS+Heavy snow
F+Heavy fogBSBlowing snow
DZDrizzleIPSleet
THThunderstormHLHail
TOTornadoSRSnow and rain mixed
TThunder, no rainHWHigh winds
LLightning, no thunderDWDew present
+ +

Wind

+

Climate and TouchTone stations: speed and direction at the time of observation + are reported. Automatic and PestCast stations: average speed and direction for the date + are reported.

+ +

The format is DDSS, where DD is direction from which the wind is blowing + with direction noted to 8 points of the compass (N, NE, E, SE, S, SW, + W, NW), and SS is speed in miles per hour or meters per second. Calm or + no wind is indicated by 0000. + +

Bulb Temperatures

+

Wet-bulb and dry-bulb temperature readings are made from a psychrometer, + to be used in calculating dew point and relative humidity. Wet-bulb and + dry-bulb temperature readings are made at the time of observation. They + are entered to a tenth of a degree when the value is less than 100F. Above + 100F, only whole degrees are entered. Values are in Fahrenheit or Celsius.

+ +

Soil Temperatures

+

Maximum. Maximum soil temperature (F or C) at the depth indicated + in the station description during the 24-hour period prior to time of + observation.

+ +

Minimum. The lowest soil temperature (F or C) at the depth indicated + in the station description that has occurred during the 24 hours prior + to the time of observation.

+ +

Pan Evaporation

+

The amount of water evaporated from the surface of a water-filled evaporation + pan. The amount is in inches and hundredths, for the 24-hour period prior + to the time of observation. A value of "*SM" indicates that the + amount is included in subsequent measurement.

+ +

Relative Humidity

+

The maximum and minimum values of relative humidity for the 24 hours prior + to the time of observation are reported for Automatic stations. Values + are in percent.

+ +

ETo

+

The daily reference evapotranspiration (ETo) is calculated by the + California Department of Water Resources CIMIS Project for its Automatic + stations and it is also calculated for some PestCast stations. ETo is + reported in inches or millimeters.

+ +

Solar Radiation

+

Global solar radiation is found in this field. Solar radiation is in langleys/day + (cal/cm2/day) or Watts/m2. The value is for the + 24 hours prior to the time of observation.

+ +

Leaf Wetness Duration

+

Leaf wetness is reported as the number of hours (and fractions) of a day + that the sensor indicates it is wet.

+ + + + + +
+

Variables from Pestcast stations, reported hourly + or sub-hourly

+
+ +

The set of variables reported by each PestCast station is likely to be + different from other stations. However, within a network, the reported + variables are usually very similar. See a station's description to find + out which variables are reported.

+ +

Measured variables may include + (* indicates that the measurement may be reported more frequently)

+
    +
  • Air temperature (daily maximum and minimum with the time each occurred, + daily and hourly* average) for up to three instruments at one station +
    • +
  • Relative humidity (daily and hourly* average) for up to two instruments + at one station
    • +
  • Precipitation (daily and hourly* total)
    • +
  • Soil temperature (daily maximum and minimum with the time each occurred, + daily and hourly* average)
    • +
  • Wind (daily and hourly average speed and direction, daily and hourly* + max gust with its direction and time that it occurred)
    • +
  • Solar radiation
    • +
  • Leaf wetness
    • +
+ +

Calculated variables may include

+
    +
  • Dew point
    • +
  • Hours when temperature is 32F or less
    • +
  • Chilling (Number of hours when temperature is 45F or less)
    • +
  • Thresholds (Number of hours when temperatures relate to specified + thresholds)
    • +
+ +

Definitions of measured variables

+ +
Date
+

The date on which the observation was made.

+ +
Obs Time (Time of Observation)
+

Time is Pacific Standard Time year round. The elements of a weather + observation occur at the time of observation or cover the reported collection + period prior to time of observation, e.g., precipitation total or average + relative humidity.

+ +

Reports are for the interval prior to the time reported. For daily observations, + reports are for the 24 hours prior to the time of observation. For hourly + or sub-hourly reports, reports are for the hour or other interval prior + to the reported time.

+
Air Temperatures
+

Air temperatures may be reported for up to three probes: AIR TEMP, + AIR TEMP2, AIR TEMP3. Temperatures below zero are indicated by a "-".

+ +

Maximum and minimum. The highest and lowest temperatures (F or + C) that have occurred during the 24 hours prior to the time of observation.

+ +

Time. Time at which the maximum or minimum temperature occurred, + on a 24-hour clock. Time is always Pacific Standard Time.

+ +

Average. The air temperature (F or C) averaged over the measurement + interval prior to the time of observation.

+
Relative Humidity
+

Maximum and minimum. The maximum and minimum values of relative humidity + for the 24 hours prior to the time of observation. Values are in percent.

+ +

Average. The relative humidity averaged over the period prior + to the time of observation.

+
Precipitation Amount
+

The amount of precipitation (rain, since gauges are not heated + to measure liquid equivalent of frozen precipitation) during the period + prior to the time of observation. Amounts are in inches (to hundredths).

+ +
Solar Radiation
+

Global solar radiation is found in this field."English" + units are langleys accumulated over the reported period. Metric units + are Watts/m2.

+ +
Wind
+

Average. The average speed and direction over the prior period, in + miles per hour or meters per second. Direction is in degrees, with 0 as + North.

+ +

Maximum speed, direction, and time. The speed and direction of + the maximum gust during the period prior to time of observation, and the + time at which it occurred.

+
Soil Temperatures
+

Maximum and minimum. Highest and lowest soil temperatures (F or C) + at the depth indicated in the station description during the 24-hour period + prior to time of observation.

+ +

Time. Time at which the maximum or minimum soil temperature occurred, + on a 24 hour clock. Time is Pacific Standard Time year round.

+ +

Average. The soil temperature (F or C) averaged over the period + prior to the time of observation.

+
Leaf Wetness
+

For daily reports, the number of hours that the sensor indicates "wet." + For hourly or sub-hourly reports, the numbe of minutes that the sensor + indicates "wet."

+ +

Definitions of calculated variables

+
Hours <= 32F
+

Number of hours that the temperature was at or + below 32 degrees Fahrenheit.

+ +
Chilling
+

Number of hours that the temperature was at or below + 45 degrees Fahrenheit, often called "chilling hours."

+ +
Thresholds
+

Number of hours that the temperature was at or below + the threshold temperatures given, usually provided for use in a biological + model such as grape powdery mildew.

+ + +

+ Top of page +

+ +
+ +
+
+

Statewide IPM Program, Agriculture and Natural Resources, University of California
+ All contents copyright © + 2016 + The Regents of the University of California. All rights reserved. +

+ + + +
+

For noncommercial purposes only, any Web site may link directly to this page. FOR ALL OTHER USES or more information, read Legal Notices. Unfortunately, we cannot provide individual solutions to specific pest problems. See our Home page, or in the U.S., contact your local Cooperative Extension office for assistance.

+

+ Acknowledgements + Staff-only pages + Subscribe (RSS) + + Contact UC IPM

+
+ +

Agriculture and Natural Resources, University of California

+

+ + © 2016 Regents of the University of California + Division of Agriculture and Natural Resources + Nondiscrimination Statement +

+

+ Accessibility   + + + + + + + + + + + /WEATHER/abtwxvars.html revised: + June 21, 2016. + Contact webmaster. +

+ + + diff --git a/calweather/Original California Weather Data Comma-delimited data file.csv b/calweather/Original California Weather Data Comma-delimited data file.csv new file mode 100644 index 0000000..b2b9739 --- /dev/null +++ b/calweather/Original California Weather Data Comma-delimited data file.csv @@ -0,0 +1,8275 @@ + + + + California Weather Data: Comma-delimited data file--UC IPM + + + 
+"University of California Statewide Integrated Pest Management Program"
+"How to Manage Pests: California Weather Data"
+"Retrieve data in comma delimited data file format"
+" "
+"Weather database request:  "
+" "
+"Time Period: March 1, 1998 to August 16, 2020, retrieved on August 17, 2020"
+" (8205 days)"
+" "
+"To save this text, you can:"
+"Select SAVE AS and TEXT from the top menu of your browser, or"
+"copy and paste the data to a new document in a word processor"
+"and save it as text."
+" "
+"Note: Only 96% of requested data were available from station SJ_VALLEY.A.    See Retrieval Table."
+" "
+"                     Retrieval Table"
+"                     Stations used to fill in missing data"
+" "
+"                     Data Values  Data Values  Data Values  Data Values  Data Values"
+"                        from         from         from         from        Missing"
+"Variable             Station      Backup 1     Backup 2     Averages"
+"Precipitation         7504          610            5           86            0        "
+"                     SJ_VALLEY.A  HOLLISTR.A   HOLLISTR.C   HOLLISTR.C   "
+"Air Temps, max/min    7890          216           23           76            0        "
+"                     SJ_VALLEY.A  HOLLISTR.A   HOLLISTR.C   HOLLISTR.C   "
+"Soil Temps, max/min   7897            0            0            0          308        "
+"                     SJ_VALLEY.A  none         none         none         "
+"Rel. Humidity         7841            0            0            0          364        "
+"                     SJ_VALLEY.A  none         none         none         "
+"ETo                   7969            0            0            0          236        "
+"                     SJ_VALLEY.A  none         none         none         "
+"Solar Radiation       7888          218            0           99            0        "
+"                     SJ_VALLEY.A  HOLLISTR.A   none         SANJOSE.A    "
+"Wind Speed & Dir      7943            0            0            0          262        "
+"                     SJ_VALLEY.A  none         none         none         "
+" "
+"Variable   Description                   Units"
+"   1       Database name                 "
+"   2       Date: year,month,day          yyyymmdd"
+"   3       Observation time              hhmm"
+"   4       Precipitation, amount         Inches"
+"   5       Precipitation, type           (coded)"
+"   6       Air temperature, maximum      Fahrenheit"
+"   7       Air temperature, minimum      Fahrenheit"
+"   8       Air temperature, observed     Fahrenheit"
+"   9       Weather conditions            (coded)"
+"  10       Wind, direction               N,NE,E,SE,S,SW,W,NW, 0=calm"
+"  11       Wind, speed                   Miles per hour"
+"  12       Bulb temperature, wet         Fahrenheit"
+"  13       Bulb temperature, dry         Fahrenheit"
+"  14       Soil temperature, maximum     Fahrenheit"
+"  15       Soil temperature, minimum     Fahrenheit"
+"  16       Pan evaporation               Inches"
+"  17       Solar radiation               Langleys"
+"  18       Reference evapotranspiration  Inches"
+"  19       Relative humidity, minimum    Percent"
+"  20       Relative humidity, maximum    Percent"
+" "
+"Station","Date","Time","Precip","type","Air max","min","obs","Wx","Wind dir","speed","Bulb wet","dry","Soil max","min","Evap","Solar","ETo","RH max","min"
+SJ_VALLEY.A,19980301,2359,0.00,,63,44,,,NE,3,,,57,52,,318,0.07,98.5,67.8,
+SJ_VALLEY.A,19980302,2359,0.00,,64,44,,,NE,5,,,58,53,,444,0.12,96.1,64.1,
+SJ_VALLEY.A,19980303,2359,0.07,,62,41,,,E,4,,,59,55,,329,0.08,99.2,56.7,
+SJ_VALLEY.A,19980304,2359,0.00,,63,38,,,NE,3,,,57,51,,450,0.10,95.6,39.9,
+SJ_VALLEY.A,19980305,2359,0.22,,51,35,,,NE,3,,,53,49,,117,0.01,100.0,75.5,
+SJ_VALLEY.A,19980306,2359,0.05,,58,37,,,E,5,,,55,49,,484,0.11,96.5,52.3,
+SJ_VALLEY.A,19980307,2359,0.07,,56,31,,,NE,3,,,52,47,,226,0.05,100.0,53.5,
+SJ_VALLEY.A,19980308,2359,0.00,,66,44,,,NE,3,,,56,50,,434,0.10,98.0,60.2,
+SJ_VALLEY.A,19980309,2359,0.00,,70,36,,,N,4,,,56,50,,496,0.12,100.0,43.8,
+SJ_VALLEY.A,19980310,2359,0.00,,75,36,,,NE,3,,,57,49,,493,0.13,95.3,43.0,
+SJ_VALLEY.A,19980311,2359,0.00,,77,39,,,NE,3,,,58,50,,471,0.12,99.1,36.5,
+SJ_VALLEY.A,19980312,2359,0.00,,65,43,,,NE,4,,,56,52,,207,0.05,99.8,68.3,
+SJ_VALLEY.A,19980313,2359,0.13,,62,48,,,NE,4,,,59,54,,394,0.10,100.0,66.3,
+SJ_VALLEY.A,19980314,2359,0.00,,66,41,,,NE,4,,,59,53,,498,0.12,100.0,68.5,
+SJ_VALLEY.A,19980315,2359,0.00,,68,48,,,NE,4,,,60,55,,383,0.10,99.2,72.4,
+SJ_VALLEY.A,19980316,2359,0.00,,66,48,,,NE,4,,,59,56,,233,0.05,100.0,76.7,
+SJ_VALLEY.A,19980317,2359,0.00,,65,46,,,NE,3,,,59,56,,221,0.04,100.0,77.3,
+SJ_VALLEY.A,19980318,2359,0.00,,70,45,,,NE,5,,,60,55,,460,0.12,100.0,68.5,
+SJ_VALLEY.A,19980319,2359,0.00,,63,50,,,NE,6,,,60,57,,432,0.11,99.5,82.0,
+SJ_VALLEY.A,19980320,2359,0.00,,59,54,,,E,4,,,58,57,,102,0.01,99.1,83.0,
+SJ_VALLEY.A,19980321,2359,0.00,,65,51,,,NE,5,,,60,56,,333,0.09,97.3,71.7,
+SJ_VALLEY.A,19980322,2359,0.00,,69,48,,,NE,5,,,61,56,,400,0.11,99.6,69.1,
+SJ_VALLEY.A,19980323,2359,0.01,,78,43,,,NE,5,,,62,55,,539,0.17,100.0,45.1,
+SJ_VALLEY.A,19980324,2359,0.41,,66,53,,,NE,6,,,62,59,,253,0.07,99.8,70.9,
+SJ_VALLEY.A,19980325,2359,0.48,,66,47,,,NE,4,,,61,57,,375,0.10,100.0,57.4,
+SJ_VALLEY.A,19980326,2359,0.00,,60,45,,,E,8,,,59,55,,353,0.10,100.0,67.2,
+SJ_VALLEY.A,19980327,2359,0.23,,60,44,,,E,7,,,59,55,,402,0.12,97.0,67.3,
+SJ_VALLEY.A,19980328,2359,0.17,,55,39,,,E,7,,,57,54,,414,0.10,95.3,57.2,
+SJ_VALLEY.A,19980329,2359,0.00,,59,34,,,NE,4,,,57,51,,557,0.15,98.0,45.4,
+SJ_VALLEY.A,19980330,2359,0.00,,63,35,,,NE,5,,,57,50,,582,0.15,99.4,51.0,
+SJ_VALLEY.A,19980331,2359,0.23,,53,43,,,E,5,,,55,53,,194,0.04,95.1,75.1,
+SJ_VALLEY.A,19980401,2359,0.00,,57,42,,,NE,5,,,56,52,,323,0.08,90.8,61.4,
+SJ_VALLEY.A,19980402,2359,0.11,,59,48,,,NE,4,,,55,53,,189,0.05,97.7,55.2,
+SJ_VALLEY.A,19980403,2359,0.30,,58,45,,,NE,4,,,56,53,,263,0.06,99.3,63.8,
+SJ_VALLEY.A,19980404,2359,0.03,,58,43,,,E,4,,,56,53,,296,0.07,97.7,70.0,
+SJ_VALLEY.A,19980405,2359,0.00,,62,41,,,E,6,,,57,52,,500,0.13,100.0,58.4,
+SJ_VALLEY.A,19980406,2359,0.05,,58,46,,,E,6,,,58,54,,433,0.12,95.2,63.8,
+SJ_VALLEY.A,19980407,2359,0.20,,58,41,,,E,6,,,56,53,,314,0.08,97.3,67.2,
+SJ_VALLEY.A,19980408,2359,0.00,,61,36,,,NE,5,,,57,51,,606,0.16,98.8,47.4,
+SJ_VALLEY.A,19980409,2359,0.00,,65,41,,,NE,5,,,58,52,,569,0.16,96.3,55.1,
+SJ_VALLEY.A,19980410,2359,0.00,,63,43,,,E,5,,,58,53,,471,0.14,98.2,58.8,
+SJ_VALLEY.A,19980411,2359,0.33,,56,43,,,E,5,,,56,54,,204,0.05,96.4,70.5,
+SJ_VALLEY.A,19980412,2359,0.00,,57,39,,,E,6,,,57,51,,586,0.16,90.4,54.0,
+SJ_VALLEY.A,19980413,2359,0.41,,57,42,,,E,7,,,57,53,,545,0.15,98.2,61.3,
+SJ_VALLEY.A,19980414,2359,0.04,,58,37,,,NE,5,,,57,51,,633,0.16,99.7,53.5,
+SJ_VALLEY.A,19980415,2359,0.00,,60,35,,,E,5,,,57,51,,620,0.17,100.0,56.6,
+SJ_VALLEY.A,19980416,2359,0.00,,65,36,,,NE,4,,,58,51,,644,0.17,99.7,51.7,
+SJ_VALLEY.A,19980417,2359,0.00,,68,37,,,NE,4,,,59,52,,648,0.18,99.5,34.8,
+SJ_VALLEY.A,19980418,2359,0.00,,70,42,,,NE,4,,,59,53,,614,0.17,96.4,49.1,
+SJ_VALLEY.A,19980419,2359,0.00,,70,41,,,NE,4,,,60,53,,634,0.18,100.0,59.3,
+SJ_VALLEY.A,19980420,2359,0.00,,77,46,,,NE,4,,,62,55,,542,0.16,100.0,53.9,
+SJ_VALLEY.A,19980421,2359,0.00,,87,48,,,NE,3,,,64,56,,627,0.20,99.7,45.4,
+SJ_VALLEY.A,19980422,2359,0.00,,67,50,,,NE,8,,,62,58,,584,0.17,99.6,77.4,
+SJ_VALLEY.A,19980423,2359,0.42,,66,48,,,NE,4,,,60,57,,310,0.07,99.9,64.0,
+SJ_VALLEY.A,19980424,2359,0.00,,62,44,,,E,6,,,61,57,,479,0.14,100.0,67.1,
+SJ_VALLEY.A,19980425,2359,0.00,,67,43,,,NE,5,,,61,56,,608,0.18,97.2,52.0,
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+
+ + diff --git a/calweather/README.md b/calweather/README.md new file mode 100644 index 0000000..b8d34e9 --- /dev/null +++ b/calweather/README.md @@ -0,0 +1,81 @@ +# Weather observations from San Benito County, CA, USA +This data is from a weather station starting in March 1, 1998 until August 16th 2020. + +Here is some of the metadata +County: San Benito +Latitude/Longitude: 36 deg 49 min N / 121 deg 28 min W Elevation: 245 ft + +Data was downloaded from here +http://ipm.ucanr.edu/calludt.cgi/WXSTATIONDATA?MAP=&STN=SJ_VALLEY.A + +On Aug. 17th 2020. + +Data was then cleaned to: +1. remove mostly blank columns so that the only remaining columns are +```sql +id | integer | | not null | nextval('weather_id_seq'::regclass) + date | character varying | | | + time | character varying | | | + precip | character varying | | | + air max | character varying | | | + min | character varying | | | + soil max | character varying | | | + min_1 | character varying | | | + solar | character varying | | | + eto | character varying | | | + rh max | character varying | | | + min_2 | character varying | | | +``` +2. renamed columns +```sql +alter table weather rename "air max" to "air_max_temp"; +alter table weather rename "min" to "air_min_temp"; +alter table weather rename "soil max" to "soil_max_temp"; +alter table weather rename "min_1" to "soil_min_temp"; +alter table weather rename "rh max" to "rh_max"; +alter table weather rename "min_2" to "rh_min"; +``` + +3. Made a new column to hold concatenated time and date +```sql + alter table weather add column date_time timestamp; +``` +4. updated some time values from 24:00 (invalid) to 23:59 +```sql +fire=# update weather set time = '23:59' where date = '20101221'; +``` + +5. update +```sql +update weather set date_time = to_timestamp((date || ' ' || time || '-7'), 'YYYYMMDD HH24:MI'); +UPDATE 8205 +``` + +6. Then removed the date and the time column +```sql +alter table weather drop column "date"; +alter table weather drop column "time"; +``` + +7. Then made all the columns the right data type +```sql +alter table weather alter column precip type numeric(5,2) using precip::numeric(5,2); +alter table weather alter column air_max_temp type smallint using air_max_temp::smallint; +alter table weather alter column air_min_temp type smallint using air_min_temp::smallint; +alter table weather alter column soil_max_temp type smallint using soil_max_temp::smallint; +alter table weather alter column soil_min_temp type smallint using soil_min_temp::smallint; +alter table weather alter column solar type smallint using solar::smallint; +alter table weather alter column eto type numeric(5,2) using eto::numeric(5,2); +alter table weather alter column rh_max type numeric(5,2) using rh_max::numeric(5,2); +alter table weather alter column rh_min type numeric(5,2) using rh_min::numeric(5,2); +``` + +exported with: +``` +pg_dump -h localhost -U postgres -Fp --compress=9 --no-owner --no-privileges -d fire -t 'fire19*' -t 'weather' -f crunchy-demo-fire.dump.sql.gz +``` + +imports with +``` +gunzip -c crunchy-demo-fire.dump.sql.gz |psql -h localhost -U postgres -p 5432 fire +``` \ No newline at end of file diff --git a/calweather/Screenshot_2020-08-18 California Weather Data Set Dates and Variables--UC IPM.png b/calweather/Screenshot_2020-08-18 California Weather Data Set Dates and Variables--UC IPM.png new file mode 100644 index 0000000..4a17a01 Binary files /dev/null and b/calweather/Screenshot_2020-08-18 California Weather Data Set Dates and Variables--UC IPM.png differ diff --git a/calweather/cleaned.csv b/calweather/cleaned.csv new file mode 100644 index 0000000..090a2d8 --- /dev/null +++ b/calweather/cleaned.csv @@ -0,0 +1,8206 @@ +Date,Time,Precip,Air max,min,Soil max,min,Solar,ETo,RH max,min +19980301,23:59,0,63,44,57,52,318,0.07,98.5,67.8 +19980302,23:59,0,64,44,58,53,444,0.12,96.1,64.1 +19980303,23:59,0.07,62,41,59,55,329,0.08,99.2,56.7 +19980304,23:59,0,63,38,57,51,450,0.1,95.6,39.9 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