Published April 22, 2026 | Version v1.1.0
Dataset Open

PHASE: Interpolated phenological phases of Winter Wheat (Triticum aestivum) in Germany, 1993–2024

  • 1. Julius Kühn-Institut
  • 2. Julius Kühn-Institut (JKI)

Description

Crop-specific PHASE dataset for Winter Wheat (Triticum aestivum, JKI/DWD crop code 202).

Contents:

  • DOY COGs (7 files): Interpolated Day-of-Year per phenological phase. Multi-band Cloud Optimized GeoTIFF; 32 bands (1993–2024); Int16; 1 km; EPSG:25832.
  • BSE COGs (7 files): BAM posterior standard error (uncertainty). Same multi-band structure; Float32 rounded to 2 decimal places.
  • VAM CSVs (7 files): Independent test-set accuracy metrics (RMSE, MAE, R², TN, ON, BAM_K) per phase; 32 rows (1993–2024).
  • PHASE_202_metadata.json: JSON-LD provenance document linking all files to the filtered phenological observation shapefiles and to the PhenoPhaseR software.

File naming: DOY_202-{PHASE}.tif, BSE_202-{PHASE}.tif, VAM_202-{PHASE}.csv. Phases covered: 10, 12, 15, 18, 19, 21, 24.

Derived from filtered and optimized phenological observation shapefiles (doi:10.5281/zenodo.19483112) using PhenoPhaseR v1.1.3.

 

**What's new in v1.1.0:** The metadata file now includes structured Data Fitness-for-Purpose (DFFP) assessments documenting the dataset's suitability for four scientific applications (yield loss analysis, erosion nowcasting, crop model calibration, crop type mapping), generated using the DFFP Application Matrix tool (https://github.com/MahdiHedayatMahmoudi/dffp-application-matrix). 
A README file has been added.

Files

BSE_202-10.tif

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Additional details

Related works

Is compiled by
Software: 10.5281/zenodo.18743008 (DOI)
Is derived from
Dataset: 10.5281/zenodo.19483112 (DOI)
Dataset: 10.5281/zenodo.18772094 (DOI)
Is described by
Software: https://github.com/MahdiHedayatMahmoudi/dffp-application-matrix.git (URL)
Is source of
Dataset: 10.5281/zenodo.19683199 (DOI)

Funding

Deutsche Forschungsgemeinschaft
FAIRe Dateninfrastruktur für die Agrosystemforschung 501899475