BETYdb: Data Access
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Web Interface Search
Most tables in BETYdb have search boxes; for example, /citations and /sites. We describe below how to query these tables and download the results as CSV, JSON, or XML. The Advanced Search box is the easiest way to download summary datasets designed to have enough information (location, time, species, citations) to be useful for a wide range of use cases.
Using the Search Box
On the Welcome page of BETYdb there is a search option for trait and yield data (). This tool allows users to search the entire collection of trait and yield data for specific sites, citations, species, and traits.
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The results page provides a map interface () and the option to download a file containing search results.
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The downloaded file () is in CSV format. This file provides meta-data and provenance information, including: the SQL query used to extract the data, the date and time the query was made, the citation source of each result row, and a citation for BETYdb itself (to be updated on publication).
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Step-by-step instructions
Using the search box to search trait and yield data is very simple: Type the site (city or site name), species (scientific or common name), cultivar, citation (author and/or year), or trait (variable name or description) into the search box and the results will show contents of BETYdb that match the search. The number of records per page can be changed to accord with the viewer's preference and the search results can be downloaded in the Excel-compatible CSV format.
The search map may be used in conjunction with search terms to restrict search results to a particular geographical area—or even a specific site—by clicking on a map. Clicking on a particular site will restrict results to that site. Clicking in the vicinity of a group of sites but not on a particular site will restrict the search to the region around the point clicked. Alternatively, if a search using search terms is done without clicking on the map, all sites associated with the returned results are highlighted on the map. Then, to zero in on results for a particular geographic area, click on or near highlighted locations on the map ().
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Details
Basic search: Searching from the Home Page
- 1.
- 2.Enter one or more terms in the search box. The search will succeed if (and only if) each term in the search box matches one of the following columns of the
traits_and_yields_view:sitename,city,scientificname,cultivar,commonname,author,trait,trait_description,entity, orcitation_year. Thus, the more terms entered, the more restrictive the search. Note that a search term matches a column value if it occurs anywhere within the text of that column value and that matches are case-insensitive. Thus, the term "grass" would match a row with commonname column value "switchgrass" or "tussock cottongrass", a row with site name "Grassland Soil & Water Research Laboratory", or a row with trait description "for grasses, stem internode length". There is no way to restrict which of the ten match columns a given term is matched against except perhaps by making the term itself more specific; in the example just given, typing "cottongrass" rather than just "grass" would make it more likely that only the match against thecommonnamecolumn would succeed. - 3.Click the search icon next to the search box (or press the ENTER key). This will take one to the search results/"Advanced Search" page and show the result of the search.
Advanced search: Searching from the Advanced Search page
- 1.From the home page, you can get to the advanced search page simply by typing search terms into the search box and clicking on the search icon. (Or just click the search icon without entering any terms. Or enter the URL for the advanced search page directly: https://www.betydb.org/search)
- 2.The search will return results for both traits and yields.
- 3.Enter one or more terms in the main search box. As with basic searches, each term must match one of the ten searched columns.
- 4.Search results are updated as you type, but you may press the
Enterkey to do a formal search form submission; this will reload the page and update the URL in the browser address box to include all of the parameters of your search. You may want to do this, for example, if you want to copy and store a URL that can be used to replicate the search. - 5.Check the
Include Unchecked Recordsbox if you want to include results that haven't yet passed a quality-assurance check. - 6.You can adjust the number of results show per page by adjusting the number in the
results per pagedropdown box. - 7.By default, search results are sorted by site name. They can be resorted by date, species name, cultivar name, trait variable name, method name, or entity name by clicking the link in the corresponding column heading. (Click the same column heading twice to reverse the sort order.)
- 8.As mentioned above, you can filter search results geographically using the search map. To display the search map, click
Search Using Map.
Example
- 1.Go to .
- 2.Task 1 (simple search): Search for sugarcane yields — Enter the search string "sugarcane Ayield" in the search box.
- 3.You will see a new page with a table of results showing data about sugarcane yields.
- 4.Task 2 (advanced search): Limit results to a specific site — We just want to see the results for the 'Zentsuji' site. Add a space and the word 'Zentsuji' to the search box.
- 5.You will see only the sugarcane yields for the 'Zentsuji' site.
- 6.Task 3 (advanced search): Limit results to a specific trait — We only want to see the results concerning stemN instead of annual yield. Replace the word 'Ayield' with the word 'stemN' in the search box.
- 7.The resulting table rows all concern stem nitrogen data for sugarcane at the Zentsuji site.
Last modified 4yr ago