Crop Factors API

getCropFactors

The getCropFactors API provides weather data/factors specific to Ag Industry. With this API, you can retrieve satellite imagery derived weather factors, like Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), and Land Surface Temperature(LSTD & LSTN), and station collected weather data, like air temperature(TMAX & TMIN), and accumulated precipitation(PRCP). Data can be requested for a combination of counties and observation windows.

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Inputs

countyCode required

A county FIPS code or a code that identifies multiple counties. A valid code consists of multiple county FIPS codes separated by a comma, and the code can contain up to 100 counties. Mutually exclusive with stateCode.
Please click here to get a list of possible values.

Type
list (A comma or semi-colon delimited string.) 
Example
19041,17019 

stateCode optional

A state FIPS code or a code that identifies multiple states. A valid code consists of multiple state FIPS codes separated by a comma, and the code can contain up to 20 states.
Please click here to get a list of possible values.

Type
list (A comma or semi-colon delimited string.) 
Example
19,17 

startDate required

The start date of the historical data query. This parameter should be set to the desired start date/time for the query (the result set will include records back to, and including, this value). If not set, the value will default to 20190101

Type
dateTime (A date and time in the format of YYYY-MM-DD HH:MI:SS<TIMEZONE_OFFSET>.) 
Example
20191001 
Default
20190101 

endDate optional

The end data of the historical data query. This parameter should be set to the desired end date/time for the query (the result set will include records up to, and including, this value). If not set, the value will default to the day specified in the start parameter.

Type
dateTime (A date and time in the format of YYYY-MM-DD HH:MI:SS<TIMEZONE_OFFSET>.) 
Example
20191130 
Default
20191130 

fields optional

Additional as per-requested fields that the user can define. Requested fields should be separated by a comma.

Type
list-enum (A comma or semi-colon delimited string that must match a list of valid possible values.) 
Example
ndviCount,ndwiCount 

Valid Values:
ndviCount, ndwiCount, lstdCount, lstnCount, tmaxCount, tminCount, prcpCount

Outputs

Name / Requirement
Description
Type
countyCode
always returned
FIPS code for the county. Concatenation of stateFipsCode and countyFipsCode.
string
A sequence of characters. (example: GOOG)
county
always returned
The name of the county corresponds to the weather data.
string
A sequence of characters. (example: GOOG)
state
always returned
2-char abbreviation of the state.
string
A sequence of characters. (example: GOOG)
startDate
always returned
Start date of 8-days composite window.
date
A date in the format of YYYY-MM-DD.
endDate
always returned
End date of 8-days composite window.
date
A date in the format of YYYY-MM-DD.
ndvi
always returned
Average Normalized Difference Vegetation Index (NDVI) for croplands within a county calculated based on MODIS with daily updating.
double
A numeric type defining a number with fractional parts. (example: 2.14)
ndviCount
as requested
Count of cropland grids(250m * 250m) that contributed to calculating NDVI
int
A numeric type defining a whole number. (example: 2)
ndwi
always returned
Average Normalized Difference Water Index (NDWI) for croplands within a county calculated based on MODIS with daily updating.
double
A numeric type defining a number with fractional parts. (example: 2.14)
ndwiCount
as requested
Count of cropland grids(250m * 250m) that contributed to calculating NDWI
int
A numeric type defining a whole number. (example: 2)
lstd
always returned
Average Land Surface Temperature Daytime (LSTD) in Celsius degrees for croplands within a county calculated based on MODIS with daily updating. Unit in celsius degrees.
double
A numeric type defining a number with fractional parts. (example: 2.14)
lstdCount
as requested
Count of cropland grids(250m * 250m) that contributed to calculating LSTD
int
A numeric type defining a whole number. (example: 2)
lstn
always returned
Average Land Surface Temperature Nighttime (LSTN) in Celsius degrees for croplands within a county calculated based on MODIS with daily updating. Unit in celsius degrees.
double
A numeric type defining a number with fractional parts. (example: 2.14)
lstnCount
as requested
Count of cropland grids(250m * 250m) that contributed to calculating LSTN.
int
A numeric type defining a whole number. (example: 2)
tmax
always returned
Average Maximum Air Temperature in Celsius degrees for a county calculated based on land surface stations with daily updating.
double
A numeric type defining a number with fractional parts. (example: 2.14)
tmaxCount
as requested
Count of land surface stations that contributed to calculating TMAX.
int
A numeric type defining a whole number. (example: 2)
tmin
always returned
Average Minimum Air Temperature in Celsius degrees for a county calculated based on land surface stations with daily updating.
double
A numeric type defining a number with fractional parts. (example: 2.14)
tminCount
as requested
Count of land surface stations that contributed to calculating TMIN.
int
A numeric type defining a whole number. (example: 2)
prcp
always returned
Average accumulated precipitation in millimeter for a county in the 8-days window.
double
A numeric type defining a number with fractional parts. (example: 2.14)
prcpCount
as requested
Count of land surface stations that contributed to calculating PRCP.
int
A numeric type defining a whole number. (example: 2)
updatedAt
always returned
Date that factors were last updated for a county.
dateTime
A date and time in the format of YYYY-MM-DD HH:MI:SS<TIMEZONE_OFFSET>.

Status Code Responses

200
OK
Success
400
Bad Request
The request was invalid, please see the message for more information.
500
Internal Server Error
Something is not working correctly, please contact support.


JSON

GET

GET https://ondemand.websol.barchart.com/getCropFactors.json?apikey=YOUR_API_KEY&countyCode=19041%2C17019&stateCode=19%2C17&startDate=20191001&endDate=20191130&fields=ndviCount%2CndwiCount
Host: ondemand.websol.barchart.com

POST

POST https://ondemand.websol.barchart.com/getCropFactors.json
Host: ondemand.websol.barchart.com
Content-Type: application/x-www-form-urlencoded
Content-Length: length

apikey=YOUR_API_KEY&countyCode=19041%2C17019&stateCode=19%2C17&startDate=20191001&endDate=20191130&fields=ndviCount%2CndwiCount

Response

{
    "status": {
        "code": 200,
        "message": "Success."
    },
    "results": [
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-01-01",
            "endDate": "2019-01-08",
            "ndvi": 0.27443,
            "ndviCount": 8187,
            "ndwi": -0.10194,
            "ndwiCount": 8187,
            "lstd": 9.11,
            "lstn": -1.42,
            "tmax": 8.38,
            "tmin": -1.46,
            "prcp": 18.15,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-01-09",
            "endDate": "2019-01-16",
            "ndvi": 0.25835,
            "ndviCount": 8187,
            "ndwi": -0.20742,
            "ndwiCount": 8187,
            "lstd": 2.35,
            "lstn": -3.28,
            "tmax": 0.6,
            "tmin": -4.5,
            "prcp": 20.45,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-01-17",
            "endDate": "2019-01-24",
            "ndvi": -0.03799,
            "ndviCount": 8187,
            "ndwi": 0.78897,
            "ndwiCount": 8187,
            "lstd": -3.78,
            "lstn": -12.49,
            "tmax": -1.65,
            "tmin": -9.17,
            "prcp": 18.6,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-01-25",
            "endDate": "2019-02-01",
            "ndvi": -0.04757,
            "ndviCount": 8187,
            "ndwi": 0.84403,
            "ndwiCount": 8187,
            "lstd": -5.95,
            "lstn": -17.32,
            "tmax": -4.33,
            "tmin": -17.58,
            "prcp": 1.05,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-02-02",
            "endDate": "2019-02-09",
            "ndvi": 0.09603,
            "ndviCount": 8187,
            "ndwi": 0.2148,
            "ndwiCount": 8187,
            "lstd": 1.16,
            "lstn": -5.16,
            "tmax": 3.94,
            "tmin": -6.14,
            "prcp": 5.9,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-02-10",
            "endDate": "2019-02-17",
            "ndvi": 0.23758,
            "ndviCount": 8187,
            "ndwi": -0.10778,
            "ndwiCount": 8187,
            "lstd": 5.61,
            "lstn": -8.92,
            "tmax": 1.83,
            "tmin": -7.39,
            "prcp": 14.1,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-02-18",
            "endDate": "2019-02-25",
            "ndvi": 0.267,
            "ndviCount": 8187,
            "ndwi": -0.05677,
            "ndwiCount": 8187,
            "lstd": 4.72,
            "lstn": -7.89,
            "tmax": 2.82,
            "tmin": -4.65,
            "prcp": 15.8,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-02-26",
            "endDate": "2019-03-05",
            "ndvi": 0.25538,
            "ndviCount": 8189,
            "ndwi": -0.20725,
            "ndwiCount": 8189,
            "lstd": 4.07,
            "lstn": -10.74,
            "tmax": -1.15,
            "tmin": -10.86,
            "prcp": 0,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-03-06",
            "endDate": "2019-03-13",
            "ndvi": 0.2362,
            "ndviCount": 8189,
            "ndwi": -0.03719,
            "ndwiCount": 8189,
            "lstd": 11.19,
            "lstn": -11.94,
            "tmax": 6.19,
            "tmin": -2.44,
            "prcp": 54.85,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-03-14",
            "endDate": "2019-03-21",
            "ndvi": 0.27424,
            "ndviCount": 8189,
            "ndwi": -0.16726,
            "ndwiCount": 8189,
            "lstd": 13.37,
            "lstn": 0.56,
            "tmax": 11.39,
            "tmin": 0.5,
            "prcp": 2.85,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-03-22",
            "endDate": "2019-03-29",
            "ndvi": 0.26556,
            "ndviCount": 8189,
            "ndwi": -0.21611,
            "ndwiCount": 8189,
            "lstd": 19.24,
            "lstn": -0.07,
            "tmax": 14.58,
            "tmin": 3.18,
            "prcp": 31.82,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-03-30",
            "endDate": "2019-04-06",
            "ndvi": 0.29279,
            "ndviCount": 8189,
            "ndwi": -0.20562,
            "ndwiCount": 8189,
            "lstd": 18.6,
            "lstn": 0.13,
            "tmax": 11.92,
            "tmin": 2.63,
            "prcp": 33.9,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-04-07",
            "endDate": "2019-04-14",
            "ndvi": 0.28696,
            "ndviCount": 8189,
            "ndwi": -0.21167,
            "ndwiCount": 8189,
            "lstd": 28.12,
            "lstn": 0.22,
            "tmax": 19.51,
            "tmin": 6.59,
            "prcp": 5.88,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-04-15",
            "endDate": "2019-04-22",
            "ndvi": 0.30257,
            "ndviCount": 8189,
            "ndwi": -0.1926,
            "ndwiCount": 8189,
            "lstd": 22.63,
            "lstn": 3.29,
            "tmax": 21.05,
            "tmin": 7.54,
            "prcp": 47.08,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-04-23",
            "endDate": "2019-04-30",
            "ndvi": 0.35149,
            "ndviCount": 8189,
            "ndwi": -0.15121,
            "ndwiCount": 8189,
            "lstd": 23.23,
            "lstn": 5.94,
            "tmax": 16.8,
            "tmin": 7.74,
            "prcp": 52.45,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-05-01",
            "endDate": "2019-05-08",
            "ndvi": 0.34893,
            "ndviCount": 8189,
            "ndwi": -0.09129,
            "ndwiCount": 8189,
            "lstd": 24.14,
            "lstn": 7.42,
            "tmax": 19.58,
            "tmin": 10.45,
            "prcp": 67.33,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-05-09",
            "endDate": "2019-05-16",
            "ndvi": 0.34721,
            "ndviCount": 8189,
            "ndwi": -0.11971,
            "ndwiCount": 8189,
            "lstd": 27.61,
            "lstn": 8.6,
            "tmax": 19.54,
            "tmin": 8.47,
            "prcp": 6.17,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-05-17",
            "endDate": "2019-05-24",
            "ndvi": 0.37452,
            "ndviCount": 8189,
            "ndwi": -0.05751,
            "ndwiCount": 8189,
            "lstd": 23.42,
            "lstn": 14.56,
            "tmax": 24.27,
            "tmin": 13.86,
            "prcp": 82.98,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-05-25",
            "endDate": "2019-06-01",
            "ndvi": 0.36999,
            "ndviCount": 8189,
            "ndwi": -0.03558,
            "ndwiCount": 8189,
            "lstd": 27.31,
            "lstn": 15.95,
            "tmax": 27.59,
            "tmin": 16.96,
            "prcp": 76.02,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-06-02",
            "endDate": "2019-06-09",
            "ndvi": 0.34792,
            "ndviCount": 8189,
            "ndwi": -0.12689,
            "ndwiCount": 8189,
            "lstd": 31.5,
            "lstn": 16.59,
            "tmax": 28.8,
            "tmin": 17.88,
            "prcp": 11.15,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-06-10",
            "endDate": "2019-06-17",
            "ndvi": 0.06469,
            "ndviCount": 8189,
            "ndwi": 0.38136,
            "ndwiCount": 8189,
            "lstd": 31.8,
            "lstn": 12.58,
            "tmax": 24.8,
            "tmin": 15,
            "prcp": 50.62,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-06-18",
            "endDate": "2019-06-25",
            "ndvi": 0.46997,
            "ndviCount": 8189,
            "ndwi": -0.04368,
            "ndwiCount": 8189,
            "lstd": 27.39,
            "lstn": 15.87,
            "tmax": 25.9,
            "tmin": 18.66,
            "prcp": 87.8,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-06-26",
            "endDate": "2019-07-03",
            "ndvi": 0.47575,
            "ndviCount": 8189,
            "ndwi": -0.03409,
            "ndwiCount": 8189,
            "lstd": 34.75,
            "lstn": 19.67,
            "tmax": 32.88,
            "tmin": 21.08,
            "prcp": 0.4,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-07-04",
            "endDate": "2019-07-11",
            "ndvi": 0.59357,
            "ndviCount": 8189,
            "ndwi": 0.06243,
            "ndwiCount": 8189,
            "lstd": 34.19,
            "lstn": 20.69,
            "tmax": 31.46,
            "tmin": 21.81,
            "prcp": 12.87,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-07-12",
            "endDate": "2019-07-19",
            "ndvi": 0.70077,
            "ndviCount": 8189,
            "ndwi": 0.13888,
            "ndwiCount": 8189,
            "lstd": 34.96,
            "lstn": 20.61,
            "tmax": 32.19,
            "tmin": 21.01,
            "prcp": 24.02,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-07-20",
            "endDate": "2019-07-27",
            "ndvi": 0.73998,
            "ndviCount": 8189,
            "ndwi": 0.19273,
            "ndwiCount": 8189,
            "lstd": 30.21,
            "lstn": 18.58,
            "tmax": 30.78,
            "tmin": 19.59,
            "prcp": 15.07,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-07-28",
            "endDate": "2019-08-04",
            "ndvi": 0.78673,
            "ndviCount": 8189,
            "ndwi": 0.26281,
            "ndwiCount": 8189,
            "lstd": 30.96,
            "lstn": 16.18,
            "tmax": 29.37,
            "tmin": 18.03,
            "prcp": 10.83,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-08-05",
            "endDate": "2019-08-12",
            "ndvi": 0.8092,
            "ndviCount": 8189,
            "ndwi": 0.29385,
            "ndwiCount": 8189,
            "lstd": 30.13,
            "lstn": 16.41,
            "tmax": 30.49,
            "tmin": 19.06,
            "prcp": 22.73,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-08-13",
            "endDate": "2019-08-20",
            "ndvi": 0.83937,
            "ndviCount": 8183,
            "ndwi": 0.3136,
            "ndwiCount": 8189,
            "lstd": 26.76,
            "lstn": 19.41,
            "tmax": 29.16,
            "tmin": 20.01,
            "prcp": 63.08,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-08-21",
            "endDate": "2019-08-28",
            "ndvi": 0.84416,
            "ndviCount": 8189,
            "ndwi": 0.32765,
            "ndwiCount": 8189,
            "lstd": 23.85,
            "lstn": 14.38,
            "tmax": 26.35,
            "tmin": 17.5,
            "prcp": 53.08,
            "updatedAt": "2019-09-09T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-08-29",
            "endDate": "2019-09-05",
            "ndvi": 0.83121,
            "ndviCount": 8189,
            "ndwi": 0.31578,
            "ndwiCount": 8189,
            "lstd": 26.02,
            "lstn": 15.9,
            "tmax": 26.09,
            "tmin": 16.45,
            "prcp": 0,
            "updatedAt": "2019-09-17T00:00:00-05:00"
        },
        {
            "countyCode": "17001",
            "county": "Adams County",
            "state": "IL",
            "startDate": "2019-09-06",
            "endDate": "2019-09-13",
            "ndvi": 0.81033,
            "ndviCount": 8189,
            "ndwi": 0.28519,
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