Theil-Sen estimated median change in rain normalised soil moisture 2001-2016, Indonesia

Map: Theil-Sen estimated median change in rain normalised soil moisture 2001-2016, Indonesia

Schema: sites

Outline

The schema sites is intended for registering the AI4SH pilots, sites and sample points. Note that the schema can also be used for registering additional (non-official AI4SH) pilots, sites and sample points. To cover the different types of pilots, three hierarchical levels are suggested:

  1. pilot (whether a single or multiple location(s)) (grand parent),
  2. site (contiguous sampling area with multiple sample point, whether field[s] or farm[s]) (parent), and
  3. samplepoint (the actual sample points) (children).

Each sample point (child) must belong to a site (parent) that must belong to a pilot (grand parent). Note that some pilots will only have a single site, whereas others might have 10, or even more.

The table point_insitu_methods is intended for defining the default in-situ observations that are supposed to be done at each sample point. Thus all columns in this table, except the pointid, are boolean variables. The table point_insitu_methods should ideally be filled before any field work commence. Table 1 lists all the in-situ methods that are considered and available as part of WP4 of AI4SH.

Table 1. In-situ data parameters and methods


parameter target method comment
wet_chemistry soil constituents wet chemistry in-lab1 (following LUCAS)
eDNA soil biodiversity and function DNA sequencing in-lab1 (specialist)
macrofauna soil biodiversity monolith excavation in-field2,3 (specialist, citizen scientist)
microbiometer soil metabolism commercial kit in-kitchen4 (citizen scientist)
moulder aggregate stability mobile phone app in-kitchen4 (citizen scientist)
fieldobs soil density & moisture soil cylinder in-field4 (citizen scientist)
soil_spectra_NO soil constituents spectroscopy in-field3 (citizen scientist)
soil_spectra_MX soil constituents spectroscopy in-kitchen4 (citizen scientist)
soil_spectra_DS soil constituents spectroscopy in-lab1,3 (specialist, citizen scientist)
enzymatic activity extracellular enzymatic activity SEAR5 in-kitchen4 (citizen scientist)
penetrometer soil moisture, salinity & nutrients electronic in-field3 (citizen scientist)
pH soil pH ISE6 in-field3 (citizen scientist)
infiltration hydraulics BEST7 in-field3 (citizen scientist)

1 = Field work includes sampling, packing, storing and shipping.
2 = Field work includes on-site analysis requiring specialist.
3 = Field work includes on-site analysis and can be done by citizen scientist.
4 = Field work includes sampling and kitchen analysis that can be done by citizen scientist.
5 = Soil Enzymatic Activity Reader - see schema on enzymes.
6 = Ion Selective Electrode - see schema on ise.
7 = Beerkan Estimation of Soil Transfer parameters infiltration.

Idea and objective

The schema sites is primarily for registering AI4SH official pilots, sites and sample points. But it is possible to add additional data with the boolean variable pilot.ai4shpilot set to false.

The registering of the pilots, field/farms and sample points requires recognising the responsible user(s).

DBML

// Use DBML to define your database structure
// Docs: https://dbml.dbdiagram.io/docs
// Tool: https://dbdiagram.io/d

Project project_name {
  database_type: 'PostgreSQL'
  Note: 'AI4SH schema for sites'
}

Table users.user {
  userid SERIAL
}

Table pilot {
  pilotid SERIAL
  contact_person INTEGER
  userid INTEGER
  pilotname TEXT [pk]
  country_iso2 char(2) [pk]
  pilot_area ST_Area
  description TEXT
  url TEXT
  ai4shpilot BOOLEAN
}

Table site {
 siteid SERIAL
 pilotid INTEGER [pk]
 sitename TEXT [pk]
 userid INTEGER
 site_area ST_Area
 description TEXT
 url TEXT
}

Table samplepoint {
  pointid SERIAL
  sitename TEXT [pk]
  siteid INTEGER [pk]
  latitude NUMERIC
  longitude NUMERIC
  elevation NUMERIC
  position_error NUMERIC
  point_moved BOOLEAN
}

// This table should be filled for each pilot site after the wish-list created by WP6
// The default setting translates to each point sampling event were the sampler can
// override the default setting (skipping or adding in-situ method for that point)
Table point_insitu_methods {
  pontid INTEGER [pk]
  wet_chemistry BOOLEAN
  eDNA BOOLEAN
  macrofauna BOOLEAN
  microbiometer BOOLEAN
  moulder BOOLEAN
  fieldobs BOOLEAN
  soil_spectra_NO BOOLEAN
  soil_spectra_MX BOOLEAN
  soil_spectra_DS BOOLEAN
  penetrometer_NPKPHCTH BOOLEAN
  enzymes BOOLEAN
  ise_pH BOOLEAN
  infiltration BOOLEAN
}

Ref: "users"."user"."userid" - "public"."pilot"."contact_person"

Ref: "users"."user"."userid" - "public"."pilot"."userid"

Ref: "public"."site"."siteid" < "public"."samplepoint"."siteid"

Ref: "public"."samplepoint"."pointid" - "public"."point_insitu_methods"."pontid"

Ref: "public"."pilot"."pilotid" < "public"."site"."pilotid"

Ref: "public"."site"."userid" - "users"."user"."userid"

Figure

Pilots and sites DBML database structure.