Our data for Spring wheat data of Development Stage (DVS), Total Above-Ground Production (TAGS) and Total Weight Storage Organs (TWSO) is based on the data from Copernicus project in Europe. This page purposes to explain detailed information for the downloadable data.
Example Dataset (DVS)
Please download a free example dataset and use it in you app or analysis.
URL Expiration
All downloadable URLs expire in 90 days after your order.
Temporal Resolution and Update
The temporal resolution for this data is 10-daily. Also, the latest data is usually updated within 2-3 days after the latest Copernicus data is published.
When you see your ordered data first time, you would recognize that the data does not contain the whole data. This is NOT a bug but the data creation process has not done yet. After the order, the process begins, and then the whole data becomes accessible in several hours. In every 15 minutes, the data is revised in the direction of both the future and in the past.
Data Format
The default format is csv where no single/double quotation marks are used in the file. Also, the geojson format is available, changing the file extension in the provided url from “csv” to “geojson.” Note that the geometry of geojson format is Point.
Example (DVS)
Column Names / Property Names
| Names | Description | Physical unit / classes | Physical min | Physical max | Digital max | Scaling | Offset |
| time | Datetime | YYYY-MM-10 12:00:00 | – | – | – | – | – |
| lat | Latitude | Decimal | – | – | – | – | – |
| lon | Longitude | Decimal | – | – | – | – | – |
| SpringWheatDVS | Crop phenological stage: 0 at emergence, 1.0 at flowering, 2.0 at crop maturity | – | 0 | 2 | – | – | – |
| SpringWheatTAGP | Total above-ground production (dry matter) | kg/ha | – | – | – | – | – |
| SpringWheatTWSO | Total weight storage organs (dry matter), e.g. grains or pods | kg/ha | – | – | – | – | – |
Further Details on Spring Wheat Data
For further details, concerns such as satellite sensors and data accuracy, please refer the Copernicus pages and the ECMWF pages.
Crop Productivity Indicators: Product User Guide and Specification (PUGS)