Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2026
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2026
Data sources: ZENODO
ZENODO
Dataset . 2026
Data sources: Datacite
ZENODO
Dataset . 2026
Data sources: Datacite
ZENODO
Dataset . 2026
Data sources: Datacite
ZENODO
Dataset . 2026
Data sources: Datacite
ZENODO
Dataset . 2026
Data sources: Datacite
addClaim

PHASE: Interpolated phenological phase entry dates for winter wheat (Triticum aestivum, DWD Plant ID 202) in Germany

Authors: Möller, Markus; Hedayat Mahmoudi, Mahdi; Peschel, Paul;

PHASE: Interpolated phenological phase entry dates for winter wheat (Triticum aestivum, DWD Plant ID 202) in Germany

Abstract

What's new in v1.3.0 Two new published quality artefact families plus a metadata restructure: CAL CSVs (new): per-phase wide-format tables of in-sample BAM model-fit diagnostics from mgcv::bam — BAM_K, AIC, BIC, EDF, DEV_EXPLAINED, one row per year (32 rows per phase). Complements the existing VAM holdout cross-validation tables. GEM CSVs (new): per-phase long-format tables of spatial quantiles of the BSE uncertainty raster — YEAR, Quantile, Value at the {0, 25, 50, 75, 100}% levels (160 rows per phase). Replaces the MEAN_BSE scalar column previously carried inline in VAM. DQV quality metadata restructured to the JSON-LD-correct shape: per-year measurements (RMSE, MAE, R², training/validation N, basis dimension k) become first-class @graph entities with their own @id; per-phase Datasets reference them by @id only; one shared dqv:Metric per measure name. Per-phase Dataset @id switched from phase_202-15/ to #phase-202-15 (hash-style contextual entity). The deposit's README.md records a build-time rocrate-validator PASSED verdict at REQUIRED severity against ro-crate-1.1. Data Fitness-for-Purpose (DFFP) reviews embedded where applicable. Produced by PhenoPhaseR v1.5.0 (DOI: 10.5281/zenodo.18743008). The crate's overall layout (per-phase multi-band COGs, one band per year; per-phase wide-format CSVs) is unchanged from v1.3.0. Downstream code that parses the manifest needs to follow @id references for quality measurements; see README.md inside the deposit for migration notes.

This dataset provides outputs of the PhenoPhaseR processing pipeline (https://doi.org/10.5281/zenodo.18743008) forwinter wheat (Triticum aestivum L., DWD Plant ID 202), covering observed phenological phases (sowing to harvest) for the entire territory of Germany for the period 1993–2024. PhenoPhaseR is an open-source R workflow that couples the PHASE model - a growing-degree-day (GDD) approach with adaptive outlier filtering - to derive spatially consistent, quality-controlled point observations of phenological phase-start dates from the DWD volunteer observer network. The dataset component provided here corresponds to processing Step 7 (spatial interpolation) of the seven-step pipeline.

Keywords

BAM, DQV, 1993–2024, DWD Plant ID 202, AGROVOC, ISO 19157-1, Cloud Optimized GeoTIFF, DWD, phenology, winter wheat, RO-Crate, Germany, 1 km resolution, spatial interpolation, EPSG:25832, uncertainty, growing degree days, BBCH, PhenoPhaseR, FAIR

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average