Weeds In Cultivation Fields by Kaggle | Other

About this Dataset

Weeds In Cultivation Fields

Ecology, Biogeography, and Red List Status

About this dataset

This is an extensive dataset that offers comprehensive information on 1577 weed species found in cultivated fields of France and UK. In this dataset, users can find a wide range of essential information linked to these weed taxa, from the ecological and biogeographical parameters such as family name, taxonomic rank, and biogeographical zone to red list status. Furthermore, presence in multiple sources such as the Divgrass (Violle et al., 2015; Carboni et al., 2016), BioVigilance (BIOMAP), Jauzein databases are also included. This dataset is reliable and up-to-date due to its usage of TaxRef v10 (Gargominy et al., 2016) for taxonomic references. The data comprises habitats index, coefficient participation, within module degree obtained from Divgrass database along with a variety of other parameters which makes it precise for further analysis. This data set offers every necessary detail one require to make informed decisions related to weeds management in France and UK!

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Research Ideas

Identifying similarities and differences in weed distribution patterns between France and UK. This dataset can be used to visualize the biogeographical patterns of these weed species in both countries, which could help to better understand how different conditions (e.g., climate) affect the growth of certain weeds in each country.

Estimating risks associated with growing certain weed species, depending on their presence in either France or UK. The presence of a particular weed species in one country might be indicative of the risk associated with growing it somewhere else, as some environmental factors may affect its growth proficiently more than others - enabling the researchers to identify high-risk areas for infestation, as well as those that are less likely to be affected by specific weeds from this dataset.

Leveraging data-driven approaches for decision making when it comes to choosing suitable crop types for a particular region or season based on knowing which weed species will thrive there and pose a threatto crops; this information can then be used within an app that provides useful insights into deciding which crop types are most suitable for regions depending on the type ofweed resistance they need and other factors such as typical temperatures etc. Such an approach could even focus on providing recommendations tailored towards specific stakeholders who specializein different fields such as organic farming or small scale farming etc; This data set would thus help them evaluate region wise suitability/ yields/ outputsbased decisions easily without having to go through mountains of potential data manually providing valuable insights into not just what is grows best but also how well varieties fares against target pests /weeds!

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: tax.discoweed_18Dec2017_zenodo.csv

Column name	Description
taxref10.CD_REF	Taxonomic reference code for the weed species. (Integer)
binome.discoweed	Binomial name of the weed species. (String)
family	Family of the weed species. (String)
taxo	Taxonomic rank of the weed species. (String)
binome.discoweed.noinfra	Binomial name of the weed species without infraspecific rank. (String)
taxref10.CD_REF.infra	Taxonomic reference code for the weed species with infraspecific rank. (Integer)
jauzein	Presence of the weed species in Jauzein database. (Boolean)
za	Presence of the weed species in ZA database. (Boolean)
biovigilance	Presence of the weed species in Biovigilance database. (Boolean)
fse	Presence of the weed species in FSE database. (Boolean)
farmbio	Presence of the weed species in Farmbio database. (Boolean)
cambecedes	Presence of the weed species in Cambecedes database. (Boolean)
lifeform	Life form of the weed species. (String)
biogeo	Biogeographical zone of the weed species. (String)
red.FR	Red list status of the weed species in France. (String)
red.UK	Red list status of the weed species in UK. (String)
module	Within module degree of the weed species. (Integer)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

Tax Discoweed 18dec2017 Zenodo

@kaggle.thedevastator_weed_plant_taxonomy_in_france_and_uk.tax_discoweed_18dec2017_zenodo

93.95 KB
1577 rows
19 columns


CREATE TABLE tax_discoweed_18dec2017_zenodo (
  "taxref10_cd_ref" DOUBLE,
  "binome_discoweed" VARCHAR,
  "family" VARCHAR,
  "taxo" VARCHAR,
  "binome_discoweed_noinfra" VARCHAR,
  "taxref10_cd_ref_infra" VARCHAR,
  "jauzein" BIGINT,
  "za" BIGINT,
  "biovigilance" BIGINT,
  "fse" BIGINT,
  "farmbio" BIGINT,
  "cambecedes" BIGINT,
  "lifeform" VARCHAR,
  "biogeo" VARCHAR,
  "red_fr" VARCHAR,
  "red_uk" VARCHAR,
  "module" DOUBLE,
  "c" DOUBLE,
  "z" DOUBLE
);