The Evidence for Resilient Agriculture (ERA v1.0.1) dataset contains observations from agricultural studies conducted in Africa from 1934 to 2018. ERA examines the efficacy of agricultural practices on environmental, social, and agricultural-economic outcome indicators. For AGROSTAC the phenology (start and end) was extracted.

== Provider's website ==
[https://doi.org/10.7910/DVN/C3YBNN] Evidence for Resilient Agriculture Dataset v1.0.1. The file '01a. ERA_Compiled.csv' was selected.

== Documentation ==
[https://doi.org/10.7910/DVN/C3YBNN] Evidence for Resilient Agriculture Dataset v1.0.1.

== Pre-processing ==
Original data of file '01a. ERA_Compiled.csv' was repaired, merging splitted lines, and afterwards processed and filtered:
* Only include records that have information on the journal, DOI, Product.Simple (crop label)
* Only include observations of arable annual crops
* Only extract the sowing and harvest date
* At least one of the fields of Plant.Start, Plant.End, Harvest.Start or Harvest.End must have a value
* The record was not copied if there is no valid planting date and no valid harvest date
* The record was not copied if the planting date and harvest date differ by less than 90 days

The unique name is constructed from the initial string 'ERA_Africa_', concatenated with the attributes:
* Site.Key
* DOI
* Product.Simple
and finally a sequence number in case if multiple treatments.

The comment is based on the following attributes:
* Site.Key (latitude and longitude)
* DOI
* Product.Simple (crop label)

The geometry accuracy is copied from the attribute Buffer.

Elevation is only loaded if the elevation field in the .csv file consists of one number.

=== CROP_CODE ===
Attribute: Product.Simple

Remark: selected annual arable crops

=== CROP_DEV_BBCH ===
Attribute: Plant.Start, Pant.End, Harvest.Start and Harvest.End

Remark:
* If there is a Plant.Start and a Plant.End, the planting date was considered the average rounded to the nearest date, unless they differ by more than 30 days
* If there is a Harvest.Start and a Harvest.End, the harvest date was considered the average rounded to the nearest date, unless they differ by more than 30 days

=== Management ===
There was no further information on the crop management.

ERA Africa

2025-09-19T12:50:56Z

Hendrik:

ERA Africa

2025-09-19T10:15:00Z

Hendrik:

ERA Africa

2025-09-19T10:14:10Z

Hendrik: /* Provider's website */

ERA Africa

2025-09-19T10:12:02Z

Hendrik:

GROW-Africa

2025-08-29T11:32:32Z

Hendrik: Created page with "intro == Provider's website == [url] Name. == Documentation == xxx == Pre-processing == Original data was filtered: * xxx The unique name is based on xxx. The comment is based on the following attributes xxx === CROP_CODE === Attribute: xxx Remark: - === CROP_DEV_BBCH === Attribute: xxx Remark: xxx === Management === There was no further information on the crop management."

intro

== Provider's website ==
[url] Name.

== Documentation ==
xxx

== Pre-processing ==
Original data was filtered:

* xxx

The unique name is based on xxx.

The comment is based on the following attributes xxx

=== CROP_CODE ===
Attribute: xxx

Remark: -

=== CROP_DEV_BBCH ===
Attribute: xxx

Remark: xxx

=== Management ===
There was no further information on the crop management.

Main Page

2025-08-29T11:32:14Z

Hendrik:

In-situ agronomy data are indispensable to set-up and run local relevant applications for monitoring crop production. Within the AGROSTAC initiative field data is collected from a number of sites world-wide. Next, data is checked, cleaned, reformatted, interpreted and finally stored in the AGROSTAC database. Data can be accessed via a web-based dashboard and API-REST services. In particular the data can be used for validation purposes of models and satellite based products and/or for a multi-annual analysis of field conditions.

In-situ data sets:
* [[CGIAR_CERES_HDL_1902.1_16308]]
* [[CGIAR_CERES_HDL_1902.1_21247]]
* [[CIRAD_AGRHYMET_JECAM]]
* [[DWD_PHENO]]
* [[INTA_JECAM]]
* [[RADI_JECAM]]
* [[SRI_JECAM]]
* [[ODJAR_ASSENG_ET_AL_2015]]
* [[ODJAR_DE_WIT_ET_AL_2018]]
* [[ODJAR_Martre_et_al_2017]]
* [[ODJAR_RAYMUNDO_ET_AL_2018]]
* [[ODJAR_KASSIE_ET_AL_2018]]
* [[ODJAR_KHEIR_ET_AL_2020]]
* [[ONE_ACRE_FUND_MEL_KE_RW_TZ]]
* [[ZALF 1992_271]]
* [[CROP_OBSERVE]]
* [[Crop_Data_Ludemann_et_al_2022]]
* [[C2D2_V200]]
* [[TEMPO1]]
* [[Pheno_data_Ganeva_et_al_2023]]
* [[Pheno_data_Kalvana_et_al_2020]]
* [[Legumes_Antichi_et_al_2023]]
* [[ERA_Africa]]
* [[GROW-Africa]]

C2D2 V200

2024-12-23T09:23:11Z

Hendrik: /* Pre-processing */

The CropLife Europe Crop Development Database (C2D2) includes harmonized observations of crop development stages for 102 distinct crop species throughout Europe. (Hughes et al., 2024). The C2D2 data set consists of data that were collected by seven member companies of CropLife Europe (namely Corteva Agriscience, ADAMA Agricultural Solutions, BASF SE Agricultural Solutions, Bayer AG Crop Science Division, FMC Agricultural Solutions, Sumitomo Chemical and Syngenta Ltd) and subsequently harmonized in a single database.

== Provider's website ==
[https://zenodo.org/records/8393135] Downloaded file C2D2_database_v200.sqlite. Note it was necessary to vacuum the database, before it could be used for further analysis.

[https://doi.org/10.1002/ieam.4870] Hughes et al., 2024

== Documentation ==
Hughes, G.O., Eatherall, A., Bird, M., Blake, J., Branford, P.R., Gebler, S., Lozano, A., Massey, P.A., Reinken, G., Terry, A.S. and Whitworth, E.H., 2024. CropLife Europe Crop Development Database: An open‐source, pan‐European, harmonized crop development database for use in regulatory pesticide exposure modeling and risk assessment. Integrated Environmental Assessment and Management, 20(4), pp.1060-1074.

== Pre-processing ==
Data of table Processed_Data, containing fully processed data, was selected and further processed.

Original data was filtered:
* Incomplete data was excluded, thus records that had one or more attribute values missing:
** No BBCH stage (attribute GSFinal)
** No observation date (attribute GSDateFinal)
** No geolocation (attribute Grid10km)
** No crop defined (attribute CropNameHarmonisedFinal)
** No year defined (attribute TrialYearRaw)
* Duplicates were removed thus data records having the same experiment (attribute RecordGroupID, the same location (attribute Grid10km), the same trial year (attribute TrialYearRaw), the same crop (attribute CropNameHarmonisedFinal), the same phenology stage (attribute GSFinal), and the same observation date (attribute GSDateFinal). There is one exception. In case an experiment had varying observation dates for a combination of experiment, location, trial year, crop and phenology stage the data record was not removed if this variation of was limited to 10 days of less.
* Cases where a combination of experiment, location, trial year, crop and observation date had varying phenology stages were removed as we expect that on a specific day only one stage is observed.
* We did not keep all the crops, we only included the following crops (attribute CropNameHarmonisedFinal):
** Chickpea
** Common rice
** Dry-seeded paddy rice
** Field Pea
** Flax
** Flint Corn
** Flour Corn
** Fodder Beet
** Maize
** Millet
** Pea
** Potato
** Rice
** Seeded upland rice
** Sorghum
** Soybean
** Spring Barley
** Spring Oats
** Spring Rape
** Spring Rye
** Spring Triticale
** Spring Turnip Rape
** Spring Wheat
** Sugar Beet
** Sunflower
** Sweet Corn
** Waxy Maize
** Wet-seeded paddy rice
** Winter Barley
** Winter Oats
** Winter Rape
** Winter Rye
** Winter Triticale
** Winter Wheat

Data of the following crops were combined and defined under one crop:
* Common rice, Dry-seeded paddy rice, Seeded upland rice, Wet-seeded paddy ric and Rice (Rice)
* Field Pea and Pea (Pea)
* Flint Corn, Flour Corn, Sweet Corn, Waxy Maize and Maize (Maize)
* Spring Turnip Rape and Spring Rape (Spring Rape)

The location is based on the most detailed geographic definition which is the attribute Grid10km. This is the EEA 10km reference grid (https://www.eea.europa.eu/data-and-maps/data/eea-reference-grids-2). The coordinates are given in the form of a string as "10kmE{x}N{y}" where {y} represents 100000 m north from a reference point and {x} 100000 m east of a reference point according to the LAEA coordinate systems. {x} and {y} were multiplied with 100000 to convert their units to m and convert them to EPSG:3035. Subsequently, the obtained EPSG:3035 coordinates X and Y were converted to the EPSG:4326 coordinates longitude, latitude using the to_crs() function in the Python package Geopandas.

As the location is based on a 10 km grid we defined the geometry accuracy as 10000 m.

The unique name (object id) is based:
* Trial year (attribute TrialYearRaw)
* Crop (attribute CropNameHarmonisedFinal)
* Location (attribute RecordGroupID)

=== CROP_CODE ===
Attribute: CropNameHarmonisedFinal 
Remark: -

=== CROP_DEV_BBCH ===
Attribute: GSFinal 
Remark: GSFinal is an observed phenology stage, expressed according the BBCH scale, and is valid for the date given by attribute GSDateFinal

=== Management ===
There was no further information on the crop management.

Pheno data Kalvana et al 2020

2024-11-28T18:31:55Z

Hendrik: /* Documentation */

A data set of phenological observations of plants, birds, as well as agrarian activities and abiotic phenomena from Latvia, 1970-2018 is presented. The data include limited number of observations of insects, amphibians, mammals, mushrooms, mollusks and fishes as well. The data was collected by voluntary observers (citizen scientists) and published as paper based yearly bulletins. It includes almost 48 000 individual observations of 159 different phenological phases from 103 locations in Latvia

== Provider's website ==
[https://zenodo.org/records/3982086] Phenology data set from Latvia, 1970-2018. The data was copied from the file 1_senseco_data_insitu_crop_phenology_Bulgaria_France.txt.

== Documentation ==
[https://doi.org/10.5194/essd-13-4621-2021] Kalvāne, G., Kalvāns, A. and Ģērmanis, A., 2021. Long-term phenological data set of multi-taxonomic groups, agrarian activities and abiotic parameters from Latvia, northern Europe. Earth System Science Data Discussions, 2021, pp.1-21.

== Pre-processing ==

Original data was filtered:
* Removed records of which the reported date of phenological phase is highly unrealistic (attribute implausible = TRUE)
* Removed records of which the order of the reported phases of the same taxon at a given station and year is not realistic (attribute wrong_order = TRUE)
* Removed records with values "NA" and "ReassumedGrowth" (attribute BBCH)
* Removed records of none agricultural crops and kept the records related to the following crops:
** Common barley
** Maize
** Potato
** Rye
** Sugar beet
* Removed observation BBCH code 03 for Engure potato 1998 as there were two BBCH codes (03 and 61) for the same day (26 June 1998)

The unique name is based on the following attributes:
* Attribute station
* Attribute species (mapped to AGROSTAC crop code)
* Attribute year

=== CROP_CODE ===
Attribute: species 
Remark: note that the crop maize is mapped to silage maize (MAZS)

=== CROP_DEV_BBCH ===
Attribute: BBCH 
Remark: phenological phase observed

=== Management ===
There was no further information on the crop management.

Legumes Antichi et al 2023

2024-11-27T09:30:06Z

Hendrik:

The data contains amongst other variables such as sowing and harvest dates, plant density and grain yield of five pulses (chickpea, faba bean, field pea, lentils, soybean) obtained in scientific experiments across Europe.'

== Provider's website ==
[https://doi.org/10.6084/m9.figshare.c.6573760.v1] An experimental dataset on yields of pulses across Europe. Data of the file European Grain Legume Dataset.csv was downloaded and processed.

== Documentation ==
[https://doi.org/10.1038/s41597-023-02606-0] Antichi, D., Pampana, S., Tramacere, L.G., Biarnes, V., Stute, I., Kadžiulienė, Ž., Howard, B., Duarte, I., Balodis, O., Bertin, I. and Makowski, D., 2023. An experimental dataset on yields of pulses across Europe. Scientific Data, 10(1), p.708.

== Pre-processing ==

Original data was cleaned:
* Removed records without location info
* Removed records without sowing and harvest dates
* Removed records having observations linked to a range of years instead of a single year
* Removed records with incomplete dates

Currently, we only loaded phenology data, later other quantities will follow.

The unique name is based on:.
* Attribute experiment_ID
* Attribute crop (mapped to AGROSTAC codes)
* Attribute id

=== CROP_CODE ===
Attribute: crop 
Remark: Note field pea is mapped to pea

=== CROP_DEV_BBCH ===
Attribute: for sowing stage: sow_dd, sow_mm, sow_yy and for harvest stage (99) har_dd, har_mm, har_yy 
Remark: xxx

=== Management ===
We did not assess crop management.

Legumes Antichi et al 2023

2024-11-27T09:20:15Z

Hendrik: Created page with "intro == Provider's website == [url] Name. == Documentation == xxx == Pre-processing == Original data was filtered: * xxx The unique name is based on xxx. The comment is based on the following attributes xxx === CROP_CODE === Attribute: xxx Remark: - === CROP_DEV_BBCH === Attribute: xxx Remark: xxx === Management === There was no further information on the crop management."

intro

== Provider's website ==
[url] Name.

== Documentation ==
xxx

== Pre-processing ==

Original data was filtered:
* xxx

The unique name is based on xxx.

The comment is based on the following attributes xxx

=== CROP_CODE ===
Attribute: xxx 
Remark: -

=== CROP_DEV_BBCH ===
Attribute: xxx 
Remark: xxx

=== Management ===
There was no further information on the crop management.

Main Page

2024-11-27T09:19:55Z

Hendrik:

Pheno data Kalvana et al 2020

2024-11-26T08:51:46Z

Hendrik:

A data set of phenological observations of plants, birds, as well as agrarian activities and abiotic phenomena from Latvia, 1970-2018 is presented. The data include limited number of observations of insects, amphibians, mammals, mushrooms, mollusks and fishes as well. The data was collected by voluntary observers (citizen scientists) and published as paper based yearly bulletins. It includes almost 48 000 individual observations of 159 different phenological phases from 103 locations in Latvia

== Provider's website ==
[https://zenodo.org/records/3982086] Phenology data set from Latvia, 1970-2018. The data was copied from the file 1_senseco_data_insitu_crop_phenology_Bulgaria_France.txt.

== Documentation ==
[https://doi.org/10.5194/essd-13-4621-202] Kalvāne, G., Kalvāns, A. and Ģērmanis, A., 2021. Long-term phenological data set of multi-taxonomic groups, agrarian activities and abiotic parameters from Latvia, northern Europe. Earth System Science Data Discussions, 2021, pp.1-21.

== Pre-processing ==

Original data was filtered:
* Removed records of which the reported date of phenological phase is highly unrealistic (attribute implausible = TRUE)
* Removed records of which the order of the reported phases of the same taxon at a given station and year is not realistic (attribute wrong_order = TRUE)
* Removed records with values "NA" and "ReassumedGrowth" (attribute BBCH)
* Removed records of none agricultural crops and kept the records related to the following crops:
** Common barley
** Maize
** Potato
** Rye
** Sugar beet
* Removed observation BBCH code 03 for Engure potato 1998 as there were two BBCH codes (03 and 61) for the same day (26 June 1998)

The unique name is based on the following attributes:
* Attribute station
* Attribute species (mapped to AGROSTAC crop code)
* Attribute year

=== CROP_CODE ===
Attribute: species 
Remark: note that the crop maize is mapped to silage maize (MAZS)

=== CROP_DEV_BBCH ===
Attribute: BBCH 
Remark: phenological phase observed

=== Management ===
There was no further information on the crop management.

Pheno data Kalvana et al 2020

2024-11-25T21:21:25Z

Hendrik: Created page with "A data set of phenological observations of plants, birds, as well as agrarian activities and abiotic phenomena from Latvia, 1970-2018 is presented. The data include limited number of observations of insects, amphibians, mammals, mushrooms, mollusks and fishes as well. The data was collected by voluntary observers (citizen scientists) and published as paper based yearly bulletins. It includes almost 48 000 individual observations of 159 different phenological phases from..."

A data set of phenological observations of plants, birds, as well as agrarian activities and abiotic phenomena from Latvia, 1970-2018 is presented. The data include limited number of observations of insects, amphibians, mammals, mushrooms, mollusks and fishes as well. The data was collected by voluntary observers (citizen scientists) and published as paper based yearly bulletins. It includes almost 48 000 individual observations of 159 different phenological phases from 103 locations in Latvia

== Provider's website ==
[https://zenodo.org/records/3982086] Phenology data set from Latvia, 1970-2018. The data was copied from the file 1_senseco_data_insitu_crop_phenology_Bulgaria_France.txt.

== Documentation ==
[https://doi.org/10.5194/essd-13-4621-202] Kalvāne, G., Kalvāns, A. and Ģērmanis, A., 2021. Long-term phenological data set of multi-taxonomic groups, agrarian activities and abiotic parameters from Latvia, northern Europe. Earth System Science Data Discussions, 2021, pp.1-21.

== Pre-processing ==

Original data was filtered:
* Removed records of which the reported date of phenological phase is highly unrealistic (attribute implausible = TRUE)
* Removed records of which the order of the reported phases of the same taxon at a given station and year is not realistic (attribute wrong_order = TRUE)
* Removed records with values "NA" and "ReassumedGrowth" (attribute BBCH)
* Removed records of none agricultural crops and kept the records related to the following crops:
** Common barley
** Maize
** Potato
** Rye
** Sugar beet

The unique name is based on the following attributes:
* Attribute station
* Attribute species (mapped to AGROSTAC crop code)
* Attribute year

=== CROP_CODE ===
Attribute: species 
Remark: note that the crop maize is mapped to silage maize (MAZS)

=== CROP_DEV_BBCH ===
Attribute: BBCH 
Remark: phenological phase observed

=== Management ===
There was no further information on the crop management.

Main Page

2024-11-25T20:54:28Z

Hendrik:

Pheno data Ganeva et al 2023

2024-11-24T21:45:14Z

Hendrik: /* Pre-processing */

This dataset includes in-situ crop phenology stages for Bulgarian and French sites for major European crops. Data were collected in the frame of the SENSECO COST Action CA17134 project (Optical synergies for spatiotemporal SENsing of Scalable ECOphysiological traits)

== Provider's website ==
[https://doi.org/10.5281/zenodo.8067432] In-situ crop phenology dataset from sites in Bulgaria and France (SENSECO COST Action CA17134 project). The data, stored in file 1_senseco_data_insitu_crop_phenology_Bulgaria_France.txt, was downloaded and processed.

== Documentation ==
[https://doi.org/10.1016/j.agrformet.2009.05.004] Beziat, P., Ceschia, E., Dedieu, G., 2009. Carbon balance of a three crop succession over two cropland sites in South West France. Agricultural and Forest Meteorology 149, 1628–1645. https://doi.org/10.1016/j.agrformet.2009.05.004

Malterre, H. and Alabert, M. : Nouvelles observations au sujet d’un mode rationnel de classement des textures des sols et des roches meubles - pratique de l’interprétation des analyses physiques, Bulletin de l’AFES 2, 76-84, 1963.

[https://doi.org/10.1016/j.agrformet.2022.109093] Tallec, T., Bigaignon, L., Delon, C., Brut, A., Ceschia, E., Mordelet, P., Zawilski, B., Granouillac, F., Claverie, N., Fieuzal, R., Lemaire, B., Le Dantec, V., 2022. Dynamics of nitrous oxide emissions from two cropping systems in southwestern France over 5 years: Cross impact analysis of heterogeneous agricultural practices and local climate variability. Agricultural and Forest Meteorology 323, 109093.

== Pre-processing ==

Original data was filtered:
* Data of white_mustard_vetch was excluded.

The unique name is based on a combination of:
* attribute plot_ID
* attribute crop_type (converted into the AGROSTAC crop code)
* harvest year (second year of attribute season)
* attribute record

=== CROP_CODE ===
Attribute: crop_type 
Remark: winter wheat has been translated into bread/soft wheat

=== CROP_DEV_BBCH ===
Attribute: sowing_date (BBCH = 00), harvest_date (BBCH = 99), phenophase_date (phenophase between BBCH 11 and 13) 
Remark: -

=== Management ===
There was no further information on the crop management.

2024-11-24T19:00:41Z

Hendrik:

Pheno data Ganeva et al 2023

2024-11-24T18:58:06Z

Hendrik: Created page with "intro == Provider's website == [url] Name. == Documentation == xxx == Pre-processing == Original data was filtered: * xxx The unique name is based on xxx. The comment is based on the following attributes xxx === CROP_CODE === Attribute: xxx Remark: - === CROP_DEV_BBCH === Attribute: xxx Remark: xxx === Management === There was no further information on the crop management."

intro

== Provider's website ==
[url] Name.

== Documentation ==
xxx

== Pre-processing ==

Original data was filtered:
* xxx

The unique name is based on xxx.

The comment is based on the following attributes xxx

=== CROP_CODE ===
Attribute: xxx 
Remark: -

=== CROP_DEV_BBCH ===
Attribute: xxx 
Remark: xxx

=== Management ===
There was no further information on the crop management.

Main Page

2024-11-24T18:57:27Z

Hendrik:

TEMPO1

2024-11-07T15:06:49Z

Hendrik: /* Pre-processing */

The French TEMPO data repository includes different datasets on in-situ phenology observations. One data set is Epiphyt (Epidemiological Surveillance Information System). This data is collected from different French partners following observations carried out in accordance with harmonized protocols.

== Provider's website ==
[https://tempo.pheno.fr] Downloaded file Epiphyt.

[https://doi.org/10.57745/NQ9HRV] Maury et al, 2023

== Documentation ==
Maury, Olivier; Quidoz, Marie-Claude; Garcia de Cortazar Atauri, Iñaki; Chuine, Isabelle; El Hasnaoui,Mohamed; Tromel, Louis, 2023, Portail de données phénologiques du réseau TEMPO / TEMPO Data Portal, https://doi.org/10.57745/NQ9HRV, Recherche Data Gouv, V1

== Pre-processing ==

Original data was filtered:
* Cases where a combination of experiment, location, trial year, crop and observation date had varying phenology stages were removed as we expect that on a specific day only one stage is observed.
* We did not keep all the crops, we only included the following crops (attribute binomial_name):
** Plantae ×Triticosecale sp.
** Plantae Allium cepa
** Plantae Beta vulgaris
** Plantae Brassica napus
** Plantae Helianthus annuus
** Plantae Hordeum vulgare
** Plantae Lathyrus oleraceus
** Plantae Linum usitatissimum
** Plantae Phaseolus vulgaris
** Plantae Solanum tuberosum
** Plantae Triticum aestivum
** Plantae Triticum turgidum
** Plantae Zea mays
* Cases where a BBCH stage (attribute stage_code) of unique combination of experiment, location, trial year, crop is continous similar for more than 10 days, are removed only allowing no or a moderate variation of observation dates of the same crop stage.

The unique name is based on the string TEMPO1 and an internal unique ID.

The comment is based on the following attributes and can be used to retrieve the record in the original data file:
* site_longitude
* site_latitude
* site_ID
* year_obs
* binomial_name

=== CROP_CODE ===
Attribute: binomial_name 
Remark: -

=== CROP_DEV_BBCH ===
Attribute: stage_code 
Remark: the stage is given for a certain day (attribute dataobs)

=== Management ===
There was no further information on the crop management.

TEMPO1

2024-11-07T13:17:08Z

Hendrik: Created page with "The French TEMPO data repository includes different datasets on in-situ phenology observations. One data set is Epiphyt (Epidemiological Surveillance Information System). This data is collected from different French partners following observations carried out in accordance with harmonized protocols. == Provider's website == [https://tempo.pheno.fr] Downloaded file Epiphyt. [https://doi.org/10.57745/NQ9HRV] Maury et al, 2023 == Documentation == Maury, Olivier; Quidoz,..."

The French TEMPO data repository includes different datasets on in-situ phenology observations. One data set is Epiphyt (Epidemiological Surveillance Information System). This data is collected from different French partners following observations carried out in accordance with harmonized protocols.

== Provider's website ==
[https://tempo.pheno.fr] Downloaded file Epiphyt.

[https://doi.org/10.57745/NQ9HRV] Maury et al, 2023

== Documentation ==
Maury, Olivier; Quidoz, Marie-Claude; Garcia de Cortazar Atauri, Iñaki; Chuine, Isabelle; El Hasnaoui,Mohamed; Tromel, Louis, 2023, Portail de données phénologiques du réseau TEMPO / TEMPO Data Portal, https://doi.org/10.57745/NQ9HRV, Recherche Data Gouv, V1

== Pre-processing ==

Original data was filtered:
* Cases where a combination of experiment, location, trial year, crop and observation date had varying phenology stages were removed as we expect that on a specific day only one stage is observed.
* We did not keep all the crops, we only included the following crops (attribute binomial_name):
** Plantae ×Triticosecale sp.
** Plantae Allium cepa
** Plantae Beta vulgaris
** Plantae Brassica napus
** Plantae Helianthus annuus
** Plantae Hordeum vulgare
** Plantae Lathyrus oleraceus
** Plantae Linum usitatissimum
** Plantae Phaseolus vulgaris
** Plantae Solanum tuberosum
** Plantae Triticum aestivum
** Plantae Triticum turgidum
** Plantae Zea mays
* Cases where a BBCH stage (attribute stage_code) of unique combination of experiment, location, trial year, crop is continous similar for more than 10 days, are removed only allowing a moderate variation of observation dates of the same crop stage.

The unique name is based on the string TEMPO1 and an internal unique ID.

The comment is based on the following attributes and can be used to retrieve the record in the original data file:
* site_longitude
* site_latitude
* site_ID
* year_obs
* binomial_name

=== CROP_CODE ===
Attribute: binomial_name 
Remark: -

=== CROP_DEV_BBCH ===
Attribute: stage_code 
Remark: the stage is given for a certain day (attribute dataobs)

=== Management ===
There was no further information on the crop management.

2024-10-18T08:45:14Z

Hendrik:

C2D2 V200

2024-10-18T08:31:15Z

Hendrik: Created page with "xxx"

xxx

Main Page

2024-10-18T08:31:09Z

Hendrik: