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,
            "ndwiCount": 8189,
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