From 00f6a177c3a506f64f3e4155287f9f8505af4041 Mon Sep 17 00:00:00 2001 From: Dmitry Brizhinev Date: Mon, 24 Apr 2017 21:26:34 +1000 Subject: [PATCH 1/4] EO-QB updates and some QB4ST fixes --- eo-qb/ANU-LED-example.ttl | 84 ++++++++------ eo-qb/index.html | 234 +++++++++++++++++++++----------------- eo-qb/notes.txt | 64 +---------- qb4st/ontology/qb4st.ttl | 10 +- 4 files changed, 182 insertions(+), 210 deletions(-) diff --git a/eo-qb/ANU-LED-example.ttl b/eo-qb/ANU-LED-example.ttl index 53d734b8..7403c15a 100644 --- a/eo-qb/ANU-LED-example.ttl +++ b/eo-qb/ANU-LED-example.ttl @@ -35,8 +35,7 @@ :band "4" ; :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ; :coverageTemporalDomain :timeDomain ; - prov:wasGeneratedBy :ANU-led-resampling ; - prov:wasDerivedFrom :AGDC . + prov:wasGeneratedBy :ANU-led-resampling . ################################################################### # # @@ -47,7 +46,7 @@ :timeDomain a time:Interval ; time:hasBeginning :timeBeginning ; time:hasEnd :timeEnd . - + :timeBeginning a time:Instant ; time:inXSDDateTime "2001-10-26T21:32:52"^^xsd:dateTime . @@ -91,7 +90,7 @@ foaf:mbox . :AGDC a prov:Collection ; - prov:wasAssociatedWith :GeoscienceAustralia ; + prov:wasAttributedTo :GeoscienceAustralia ; prov:hadMember :example-tile . :example-tile a prov:Entity ; @@ -99,6 +98,14 @@ :GeoscienceAustralia a prov:Agent, prov:Organization . +################################################################### +# # +# Define our CRS +# # +# ################################################################# + +:rHEALPix a qb4st:CRS . + ################################################################### # # # Dimensions and attributes @@ -114,7 +121,8 @@ :satelliteComponent , :instrumentComponent , :bandComponent , - :dataComponent , + :dataImageComponent , + :dataPixelComponent , :dggsCellComponent , :dggsLevelSquareComponent , :dggsLevelPixelComponent , @@ -123,7 +131,7 @@ :spatialDomainComponent a qb4st:SpatialComponentSpecification ; qb:attribute :coverageSpatialDomain . - + :temporalDomainComponent a qb4st:TemporalComponentSpecification ; qb:attribute :coverageTemporalDomain . @@ -145,8 +153,11 @@ :bandComponent a qb:ComponentSpecification ; qb:attribute :band . -:dataComponent a qb:ComponentSpecification ; - qb:measure :dataValue . +:dataImageComponent a qb:ComponentSpecification ; + qb:measure :dataImageValue . + +:dataPixelComponent a qb:ComponentSpecification ; + qb:measure :dataPixelValue . :dggsCellComponent a qb4st:SpatialComponentSpecification ; qb:dimension :dggsCell . @@ -171,18 +182,20 @@ :coverageSpatialDomain a qb:AttributeProperty, qb4st:SpatialProperty ; rdfs:subPropertyOf :bounds . - + :coverageTemporalDomain a qb:AttributeProperty, qb4st:TemporalProperty ; rdfs:range time:DateTimeInterval ; qb:concept sdmx-concept:timePeriod . :lat a qb4st:SpatialDimension ; rdfs:subPropertyOf geo:lat ; - qb4st:crs . + qb4st:crs ; + qb4st:crslabel "WGS84" . :long a qb4st:SpatialDimension ; rdfs:subPropertyOf geo:long ; - qb4st:crs . + qb4st:crs ; + qb4st:crslabel "WGS84" . :time a qb:DimensionProperty, qb4st:TemporalProperty ; rdfs:range xsd:dateTime ; @@ -199,13 +212,19 @@ :band a qb:AttributeProperty ; rdfs:range xsd:integer . -:dataValue a qb:MeasureProperty ; - rdfs:range [owl:unionOf(xsd:anyURI xsd:integer)] ; +:dataImageValue a qb:MeasureProperty ; + rdfs:range xsd:anyURI ; + qb:concept :reflectance ; + qb:concept sdmx-concept:obsValue . + +:dataPixelValue a qb:MeasureProperty ; + rdfs:range xsd:integer ; qb:concept :reflectance ; qb:concept sdmx-concept:obsValue . :dggsCell a qb4st:SpatialDimension ; - qb4st:crs "rHEALPix WGS84 Ellipsoid" ; + qb4st:crs :rHEALPix ; + qb4st:crslabel "rHEALPix WGS84 Ellipsoid" ; rdfs:range xsd:string ; qb:concept sdmx-concept:refArea . @@ -215,24 +234,17 @@ :dggsLevelPixel a qb:DimensionProperty ; rdfs:range xsd:integer . +# in pixels per degree :resolution a qb:AttributeProperty ; - rdfs:range :pixelsPerDegree . + rdfs:range xsd:double . :bounds a qb:AttributeProperty, qb4st:SpatialProperty ; rdfs:subPropertyOf ogc:asWKT ; rdfs:domain :GridSquare ; - qb4st:crs ; + qb4st:crs ; + qb4st:crslabel "WGS84" ; qb:concept sdmx-concept:refArea . -# ################################################################# -# # -# # Custom datatype definition -# # -# ################################################################# - -:pixelsPerDegree rdf:type rdfs:Datatype ; - owl:equivalentClass xsd:double . - # ################################################################# # # # # Custom class definition @@ -268,45 +280,45 @@ # # # ################################################################# -:s1 a :GridSquare ; +:R000 a :GridSquare ; qb:dataSet :exampleDataset ; :lat "91.6667"; :long "40.0270"; :time "2001-10-26T21:32:52"^^xsd:dateTime ; - :dataValue "http://www.example.org/led-example-image-R000" ; - :resolution "0.9"^^:pixelsPerDegree ; + :dataImageValue "http://www.example.org/led-example-image-R000" ; + :resolution "0.9"^^xsd:double ; :dggsCell "R000" ; :dggsLevelSquare "3" ; :dggsLevelPixel "4" ; :bounds "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ; prov:wasDerivedFrom :example-tile . -:s2 a :GridSquare ; +:R0000 a :GridSquare ; qb:dataSet :exampleDataset ; :lat "90.5556"; :long "41.2471"; :time "2001-10-26T21:32:52"^^xsd:dateTime ; - :dataValue "http://www.example.org/led-example-image-R0000" ; - :resolution "2.7"^^:pixelsPerDegree ; + :dataImageValue "http://www.example.org/led-example-image-R0000" ; + :resolution "2.7"^^xsd:double ; :dggsCell "R0000" ; :dggsLevelSquare "4" ; :dggsLevelPixel "5" ; :bounds "POLYGON((90 41.87, 91.11 41.87, 91.11 40.62, 90 40.62, 90 41.87))"^^ogc:wktLiteral ; prov:wasDerivedFrom :example-tile ; - :containedInSquare :s1 . + :containedInSquare :R000 . :p1 a :Pixel ; qb:dataSet :exampleDataset ; :lat "90.5556"; :long "41.2444"; :time "2001-10-26T21:32:52"^^xsd:dateTime ; - :dataValue "15"^^xsd:integer ; - :resolution "2.7"^^:pixelsPerDegree ; + :dataPixelValue "15"^^xsd:integer ; + :resolution "2.7"^^xsd:double ; :dggsCell "R00004" ; :dggsLevelSquare "5" ; :dggsLevelPixel "5" ; :bounds "POLYGON((90.37 41.45, 90.74 41.45, 90.74 41.04, 90.37 41.04, 90.37 41.45))"^^ogc:wktLiteral ; prov:wasDerivedFrom :example-tile ; - :containedInSquare :s1 ; - :containedInSquare :s2 . + :containedInSquare :R000 ; + :containedInSquare :R0000 . diff --git a/eo-qb/index.html b/eo-qb/index.html index d6fe9e5e..d92c14cd 100644 --- a/eo-qb/index.html +++ b/eo-qb/index.html @@ -74,47 +74,47 @@ — a joint W3C-OGC project (see charter). The document is prepared following W3C conventions. The document is released at this time to solicit public comment.

- +

The methods discussed in this note relate to other deliverables from SDWWG, notably the Use Cases and Requirements, The Best Practices, the Semantic Sensor Network Ontology, QB4ST and OWL-Time. Over the coming 3-4 months we expect to resolve any differences and update the note accordingly. - + All additional work planned, including that above, is marked as an issue in this Note.

Introduction

Publishing data on the Web using Linked Data technologies makes it more accessible, easier to discover, and machine-readable. In the context of the rapidly growing availability and importance of earth observation data, this work aims to leverage the Linked Data approach to data publishing to make such data both much more easily usable by non-specialists and much more easily integrated with other Web data in applications. - Linked Data has worked well for multi-dimensional statistical data using the RDF Data Cube [[vocab-data-cube]]. Following this success, Earth Observation imagery can be readily modelled as a Data Cube with the three dimensions of latitude, longitude, and time. This simple conceptualisation and its encoding as Linked Data may be convenient for scientists and consumer app developers everywhere, and especially to statisticians such as those in National Statistics Organisations. + Linked Data has worked well for multi-dimensional statistical data using the RDF Data Cube [[vocab-data-cube]]. Following this success, Earth Observation imagery can be readily modelled as a Data Cube with the three dimensions of latitude, longitude, and time. This simple conceptualisation and its encoding as Linked Data may be convenient for scientists and consumer app developers everywhere, and especially to statisticians such as those in National Statistics Organisations.

- +

Satellite imagery is commonly modelled as a multidimensional grid coverage, as discussed in [[sdw-bp]]. The large number of data points that is typical of coverage data such as Landsat imagery means that publishers may be justifiably reluctant to address the size explosion that accompanies converting data to RDF. While such a conversion provides maximum machine-readability, many benefits of Linked Data can be realized with a compromise approach where only the metadata is directly expressed in RDF. Further benefits can be realized by storing voluminous gridded coverage data in more efficient storage representations and using specialised middleware to generate an RDF representation on-the-fly to respond to service requests.

-

This document illustrates that approach showing how Earth Observation imagery can be published as Linked Data using the RDF Data Cube vocabulary [[vocab-data-cube]] in concert with other relevant ontologies including the W3C/OGC Semantic Sensor Network ontology (SSN) [[vocab-ssn]], the W3C/OGC Time ontology (Time) [[owl-time]], the W3C Simple Knowledge Organisation System (SKOS) [[skos-reference]], W3C PROV-O [prov-o] and the W3C/OGC QB4ST [[qb4st]]. We show how SPARQL queries can be served through a scalable OGC Discrete Global Grid System for observation data, coupled with a triple store for observational metadata. +

This document illustrates that approach showing how Earth Observation imagery can be published as Linked Data using the RDF Data Cube vocabulary [[vocab-data-cube]] in concert with other relevant ontologies including the W3C/OGC Semantic Sensor Network ontology (SSN) [[vocab-ssn]], the W3C/OGC Time ontology (Time) [[owl-time]], the W3C Simple Knowledge Organisation System (SKOS) [[skos-reference]], W3C PROV-O [prov-o] and the W3C/OGC QB4ST [[qb4st]]. We show how SPARQL queries can be served through a scalable OGC Discrete Global Grid System for observation data, coupled with a triple store for observational metadata.

- +

Throughout the document we refer to relevant Use Cases and Requirements of the Spatial Data on the Web Working Group (UCR) [[sdw-ucr]] and Best Practices of the Spatial Data on the Web Working Group (BP) [[sdw-bp]]. Those references may be helpful to provide real-world applications and further rationale for the approach described here. We refer to extracts from a small example for illustration. The complete source file for the example is ANU-LED example.

- - + +

The RDF Data Cube

-

The RDF Data Cube [[vocab-data-cube]] is a standard for representing multidimensional data as RDF. +

The RDF Data Cube [[vocab-data-cube]] is a standard for representing multidimensional data as RDF. It is typically used for numerical data that is associated with geographic regions (e.g. suburbs) and classifications (e.g. age, industry, or time periods). Common practice includes using the SKOS vocabulary to define the concepts being reported [Observed property in coverage]. The RDF Data Cube vocabulary allows the publisher to define all the relevant components of their data and the concepts they quantify, - including: + including:

  • “attribute” components (metadata such as sensor, resolution, uncertainty [Quality per sample, Uncertainty in observations] etc.);
  • “measure” components (the data proper); and
  • -
  • “dimension” components +
  • “dimension” components (the domain of the dataset such as the time and statistical region to which each datum refers).
These techniques can be easily adapted to coverages, as the data model is flexible enough to define the appropriate attributes. Here we follow BP Choose the coordinate reference system to suit your user's applications and BP State how coordinate values are encoded. By assigning a temporal dimension to the datacube, BP Describe properties that change over time (option 3) is straightforward.

- +
-	  
+
 :lat a qb:DimensionProperty ;
     rdfs:subPropertyOf geo:lat .
 
@@ -125,29 +125,29 @@ 

The RDF Data Cube

rdfs:range xsd:dateTime ; qb:concept sdmx-concept:timePeriod . -:dataValue a qb:MeasureProperty ; +:dataPixelValue a qb:MeasureProperty ; rdfs:range xsd:integer ; qb:concept :reflectance ; qb:concept sdmx-concept:obsValue . - + +# in pixels per degree :resolution a qb:AttributeProperty ; - rdfs:range :pixelsPerDegree . - -:pixelsPerDegree a rdfs:Datatype ; - owl:equivalentClass xsd:double . - + rdfs:range xsd:double . +

The ontology QB4ST [[qb4st]] extends the Data Cube for extra power and consistency when describing spatio-temporal aspects of data. [Georeferenced spatial data]. Any number of such dimensions can be defined, allowing for 1D, 2D, 3D or 4D coverages [Support for 3D, Time series, 4D model of space-time].

- +
:lat a qb4st:SpatialDimension ;
     rdfs:subPropertyOf geo:lat ;
-    qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> .
+    qb4st:crs <http://epsg.io/4326> ;
+    qb4st:crslabel "WGS84" .
 
 :long a qb4st:SpatialDimension ;
     rdfs:subPropertyOf geo:long ;
-    qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> .
+    qb4st:crs <http://epsg.io/4326> ;
+    qb4st:crslabel "WGS84" .
 
 :time a qb:DimensionProperty, qb4st:TemporalProperty ;
     rdfs:range xsd:dateTime ;
@@ -158,15 +158,15 @@ 

Metadata and data

Traditionally, there is a distinction between data, that is the observations proper such as Landsat pixels and metadata, which adds context to the observations such as resolution. In Linked Data modelling, this distinction is not strict. However, it is possible to separate the two in a typical Data Cube.

- +

The value of an RDF Data Cube component can be attached to each individual observation or to the dataset as a whole. Dataset-wide metadata can therefore be distinguished from the rest of the dataset, because it is attached to the qb:DataSet object. This makes it easy to fetch the metadata alone with a simple SPARQL query. This dataset-wide description alone is already a useful (and web-of-data friendly) approach to publishing spatial data - [Spatial metadata]. + [Spatial metadata].

Here we demonstrate BP Describe the positional accuracy of spatial data, BP Include spatial metadata in dataset metadata, and BP Provide geometries on the Web in a usable way. Further, BP Use globally unique persistent HTTP URIs for spatial things is applied at the level of image pixels. We can also see an example of using the PROV ontology [[prov-o]] for earth observation imagery provenance. Alternatively a lineage ontology that extends the PROV ontology to reflect the lineage and lineage-extended components of ISO 19115 metadata is available.

- +
:exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
     :instrument :OLI ;
@@ -174,20 +174,19 @@ 

Metadata and data

:band "4" ; :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ; :coverageTemporalDomain :timeDomain ; - prov:wasGeneratedBy :ANU-led-resampling ; - prov:wasDerivedFrom :AGDC . - + prov:wasGeneratedBy :ANU-led-resampling . + :p1 a :Pixel ; qb:dataSet :exampleDataset ; :lat "90.5556"; :long "41.2444"; :time "2001-10-26T21:32:52"^^xsd:dateTime ; - :dataValue "15"^^xsd:integer ; - :resolution "2.7"^^:pixelsPerDegree ; + :dataPixelValue "15"^^xsd:integer ; + :resolution "2.7"^^xsd:double ; :dggsCell "R00004" ; :bounds "POLYGON((90.37 41.45, 90.74 41.45, 90.74 41.04, 90.37 41.04, 90.37 41.45))"^^ogc:wktLiteral ; prov:wasDerivedFrom :example-tile .
- +

The RDF Data Cube also enables much more detailed metadata, like separate provenance for each observation. While it is not practical @@ -203,25 +202,25 @@

Metadata and data

level of image tiles.

-
:dataValue a qb:MeasureProperty ;
-    rdfs:range [owl:unionOf(xsd:anyURI xsd:integer)] ;
+        
:dataImageValue a qb:MeasureProperty ;
+    rdfs:range xsd:anyURI ;
     qb:concept :reflectance ;
     qb:concept sdmx-concept:obsValue .
-    
-:s1 a :GridSquare ;
+
+:R000 a :GridSquare ;
     qb:dataSet :exampleDataset ;
     :lat "91.6667";
     :long "40.0270";
     :time "2001-10-26T21:32:52"^^xsd:dateTime ;
-    :dataValue <http://www.example.org/led-example-image-R000> ;
-    :resolution "0.9"^^:pixelsPerDegree ;
+    :dataImageValue <http://www.example.org/led-example-image-R000> ;
+    :resolution "0.9"^^xsd:double ;
     :dggsCell "R000" ;
     :dggsLevelSquare "3" ;
     :dggsLevelPixel "4" ;
     :bounds  "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ;
     prov:wasDerivedFrom :example-tile .
- +

A spectrum of linkiness

@@ -263,7 +262,7 @@

Serving a coverage

this could be a major contribution to the Linked Data Web. With sufficiently advanced middleware, SPARQL queries over the dataset can be served just as if the data were stored in RDF, but for a - fraction of the storage cost. Not only that, but it is + fraction of the storage cost. Not only that, but it is possible to make direct SPARQL queries performant through use of spatial data structures and assumptions about data layout, as explained in Implementation. Hence, @@ -309,7 +308,7 @@

Describing a coverage

It is also helpful if the user can easily identify the domain of a coverage, that is, the spatial and temporal area where measurements are made [Spatial metadata]. QB4ST [[qb4st]] does not currently have a term for that, but it might in the future.

- +
:exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
     :instrument :OLI ;
@@ -317,10 +316,9 @@ 

Describing a coverage

:band "4" ; :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ; :coverageTemporalDomain :timeDomain ; - prov:wasGeneratedBy :ANU-led-resampling ; - prov:wasDerivedFrom :AGDC . - - + prov:wasGeneratedBy :ANU-led-resampling . + + :exampleStructure a qb4st:SpatioTemporalDSD ; qb:component :spatialDomainComponent , @@ -331,7 +329,8 @@

Describing a coverage

:satelliteComponent , :instrumentComponent , :bandComponent , - :dataComponent , + :dataImageComponent , + :dataPixelComponent , :dggsCellComponent , :dggsLevelSquareComponent , :dggsLevelPixelComponent , @@ -340,7 +339,7 @@

Describing a coverage

:spatialDomainComponent a qb4st:SpatialComponentSpecification ; qb:attribute :coverageSpatialDomain . - + :temporalDomainComponent a qb4st:TemporalComponentSpecification ; qb:attribute :coverageTemporalDomain . @@ -362,8 +361,11 @@

Describing a coverage

:bandComponent a qb:ComponentSpecification ; qb:attribute :band . -:dataComponent a qb:ComponentSpecification ; - qb:measure :dataValue . +:dataImageComponent a qb:ComponentSpecification ; + qb:measure :dataImageValue . + +:dataPixelComponent a qb:ComponentSpecification ; + qb:measure :dataPixelValue . :dggsCellComponent a qb4st:SpatialComponentSpecification ; qb:dimension :dggsCell . @@ -379,23 +381,25 @@

Describing a coverage

:boundsComponent a qb4st:SpatialComponentSpecification ; qb:attribute :bounds . - - - + + + :coverageSpatialDomain a qb:AttributeProperty, qb4st:SpatialProperty ; rdfs:subPropertyOf :bounds . - + :coverageTemporalDomain a qb:AttributeProperty, qb4st:TemporalProperty ; rdfs:range time:DateTimeInterval ; qb:concept sdmx-concept:timePeriod . :lat a qb4st:SpatialDimension ; rdfs:subPropertyOf geo:lat ; - qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> . + qb4st:crs <http://epsg.io/4326> ; + qb4st:crslabel "WGS84" . :long a qb4st:SpatialDimension ; rdfs:subPropertyOf geo:long ; - qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> . + qb4st:crs <http://epsg.io/4326> ; + qb4st:crslabel "WGS84" . :time a qb:DimensionProperty, qb4st:TemporalProperty ; rdfs:range xsd:dateTime ; @@ -412,13 +416,21 @@

Describing a coverage

:band a qb:AttributeProperty ; rdfs:range xsd:integer . -:dataValue a qb:MeasureProperty ; - rdfs:range [owl:unionOf(xsd:anyURI xsd:integer)] ; +:dataImageValue a qb:MeasureProperty ; + rdfs:range xsd:anyURI ; qb:concept :reflectance ; qb:concept sdmx-concept:obsValue . + +:dataPixelValue a qb:MeasureProperty ; + rdfs:range xsd:integer ; + qb:concept :reflectance ; + qb:concept sdmx-concept:obsValue . + +:rHEALPix a qb4st:CRS . :dggsCell a qb4st:SpatialDimension ; - qb4st:crs "rHEALPix WGS84 Ellipsoid" ; + qb4st:crs :rHEALPix ; + qb4st:crslabel "rHEALPix WGS84 Ellipsoid" ; rdfs:range xsd:string ; qb:concept sdmx-concept:refArea . @@ -429,16 +441,17 @@

Describing a coverage

rdfs:range xsd:integer . :resolution a qb:AttributeProperty ; - rdfs:range :pixelsPerDegree . + rdfs:range xsd:double . :bounds a qb:AttributeProperty, qb4st:SpatialProperty ; rdfs:subPropertyOf ogc:asWKT ; rdfs:domain :GridSquare ; - qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> ; + qb4st:crs <http://epsg.io/4326> ; + qb4st:crslabel "WGS84" ; qb:concept sdmx-concept:refArea .
- +

Discrete Global Grid Systems

Discrete global grid systems are a family of spatial reference systems that subdivide the Earth's surface into a hierarchy of cells. @@ -446,7 +459,7 @@

Discrete Global Grid Systems

A location on the Earth's surface is specified by a cell id, not a latitude and longitude. Smaller cells are more precise, so choosing a cell forces the publisher to include a measure of uncertainty for any spatial measure. Cells are convenient units of tiling for gridded coverages. Each pixel in a tile corresponding to a larger cell can represent a measurement made on a smaller cell in the hierarchy below. The OGC is currently in the process of standardizing a method to represent DGGSs.

- +

The ANU-LED example in this document does not require the use of a DGGS. However, the DGGS has some convenient properties that make it particularly suitable for Linked Data. First, each DGGS cell has a unique identifier, so it is easy to generate natural URIs for each @@ -465,7 +478,7 @@

Discrete Global Grid Systems

to queries, by pruning the tree early to eliminate whole regions of unpromising cells that fall outside the desired area.

- +

Data structures other than DGGS are also amenable to these approaches, for example n-dimensional gridded data, whether geospatial or not, and hierarchical structures such as tile sets, octrees and quadtrees.

@@ -667,14 +680,14 @@

Use of existing ontologies

Several ontologies are being looked at by the Spatial Data on the Web working group. The final best practice for using these ontologies will depend on the outputs of the group.
- +
References to SSN, Latitude/Longitude, QB4ST, OWL-Time and other relevant Best Practices should be updated to reflect the outputs of the working group.

SSN

SSN is undergoing a potential name change and prefix change as at April 2017. This needs to be updated accordingly.
- +

The Semantic Sensor Network ontology [[vocab-ssn]] defines terms for describing satellite sensors used to collect the data [Sensor metadata]. The ANU-LED example @@ -682,13 +695,13 @@

SSN

[SSN-like representation]. Much more detailed descriptions are possible. In particular, SSN descriptions can be attached to individual tiles [Quality per sample], demonstrating BP Include spatial metadata in dataset metadata.

- +
:exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
     :instrument :OLI ;
     :satellite :landsat-8 ;
     :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral .
-    
+
 :landsat-8 a ssn:Platform ;
     owl:sameAs cci-platform:plat_landsat_8 .
 
@@ -715,12 +728,11 @@ 

PROV-O

and what individuals and organisations were responsible for those processes. PROV-O descriptions can be attached at the dataset level, and also at the individual observation or tile level to indicate precisely from which source material each observation is derived.

- +
:exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
-    prov:wasGeneratedBy :ANU-led-resampling ;
-    prov:wasDerivedFrom :AGDC .
-    
+    prov:wasGeneratedBy :ANU-led-resampling .
+
 :ANU-led-resampling a prov:Activity ;
     prov:wasAssociatedWith :DmitryBrizhinev ;
     prov:used :AGDC .
@@ -730,7 +742,7 @@ 

PROV-O

foaf:mbox <mailto:dmitry.brizhinev@anu.edu.au> . :AGDC a prov:Collection ; - prov:wasAssociatedWith :GeoscienceAustralia ; + prov:wasAttributedTo :GeoscienceAustralia ; prov:hadMember :example-tile . :example-tile a prov:Entity ; @@ -738,11 +750,11 @@

PROV-O

:GeoscienceAustralia a prov:Agent, prov:Organization . -:s1 a :GridSquare ; +:R000 a :GridSquare ; qb:dataSet :exampleDataset ; :lat "91.6667"; :long "40.0270"; - :dataValue <http://www.example.org/led-example-image-R000> ; + :dataImageValue <http://www.example.org/led-example-image-R000> ; prov:wasDerivedFrom :example-tile .
@@ -756,36 +768,42 @@

Latitude and longitude

QB4ST defines the qb4st:crs property to identify a CRS definition [CRS definition, Spatial metadata]. The RDF Data Cube and QB4ST make is easy to define several CRSs and to use them simultaneously, providing clients with several views of the data [Multiple CRSs]. In the example below, a grid square can be identified by the latitude and longitude of its centroid, by its boundary, or by its rHEALPix cell.

- +
:lat a qb4st:SpatialDimension ;
     rdfs:subPropertyOf geo:lat ;
-    qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> .
+    qb4st:crs <http://epsg.io/4326> ;
+    qb4st:crslabel "WGS84" .
 
 :long a qb4st:SpatialDimension ;
     rdfs:subPropertyOf geo:long ;
-    qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> .
-    
+    qb4st:crs <http://epsg.io/4326> ;
+    qb4st:crslabel "WGS84" .
+
+:rHEALPix a qb4st:CRS .
+
 :dggsCell a qb4st:SpatialDimension ;
-    qb4st:crs "rHEALPix WGS84 Ellipsoid" ;
+    qb4st:crs :rHEALPix ;
+    qb4st:crslabel "rHEALPix WGS84 Ellipsoid" ;
     rdfs:range xsd:string .
-    
+
 :bounds a qb:AttributeProperty, qb4st:SpatialProperty ;
     rdfs:subPropertyOf ogc:asWKT ;
-    qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> .
-    
+    qb4st:crs <http://epsg.io/4326> ;
+    qb4st:crslabel "WGS84" .
+
 :latitudeComponent a qb4st:SpatialComponentSpecification ;
     qb:dimension :lat .
 
 :longitudeComponent a qb4st:SpatialComponentSpecification ;
     qb:dimension :long .
-    
+
 :dggsCellComponent a qb4st:SpatialComponentSpecification ;
     qb:dimension :dggsCell .
-    
+
 :boundsComponent a qb4st:SpatialComponentSpecification ;
     qb:attribute :bounds .
-    
-:s1 a :GridSquare ;
+
+:R000 a :GridSquare ;
     :lat "91.6667";
     :long "40.0270";
     :dggsCell "R000" ;
@@ -799,8 +817,8 @@ 

GeoSPARQL

It allows for the use of several encodings, including WKT, to describe polygons [Encoding for vector geometry]. The ANU-LED example uses these terms to define the area covered by individual tiles in the coverage, and also to define the entire spatial domain of a dataset, as required for BPs Include spatial metadata in dataset metadata, and BP Provide geometries on the Web in a usable way.

- - + +
:exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
     :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral .
@@ -808,14 +826,15 @@ 

GeoSPARQL

:bounds a qb:AttributeProperty, qb4st:SpatialProperty ; rdfs:subPropertyOf ogc:asWKT ; rdfs:domain :GridSquare ; - qb4st:crs <http://www.opengis.net/def/crs/EPSG/0/4326> ; + qb4st:crs <http://epsg.io/4326> ; + qb4st:crslabel "WGS84" ; qb:concept sdmx-concept:refArea . -:s1 a :GridSquare ; +:R000 a :GridSquare ; qb:dataSet :exampleDataset ; :lat "91.6667"; :long "40.0270"; - :dataValue <http://www.example.org/led-example-image-R000> ; + :dataImageValue <http://www.example.org/led-example-image-R000> ; :bounds "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral .
@@ -826,11 +845,11 @@

SKOS concepts

to define the meanings of the components [Observed property in coverage]. It is appropriate to use this for coverages also, but appropriate SKOS concepts do not always exist. They may need to be published along with the data proper.

- +
:reflectance a ssn:Property, skos:Concept ;
     owl:sameAs sweet:Reflectance ;
     owl:sameAs cci-dataType:dtype_sr .
-    
+
 :time a qb:DimensionProperty, qb4st:TemporalProperty ;
     rdfs:range xsd:dateTime ;
     qb:concept sdmx-concept:timePeriod .
@@ -842,14 +861,17 @@ 

SKOS concepts

:instrument a qb:AttributeProperty ; rdfs:range ssn:Sensor ; qb:concept sdmx-concept:collMethod . - -:dataValue a qb:MeasureProperty ; - rdfs:range [owl:unionOf(xsd:anyURI xsd:integer)] ; + +:dataPixelValue a qb:MeasureProperty ; + rdfs:range xsd:integer ; qb:concept :reflectance ; qb:concept sdmx-concept:obsValue . +:rHEALPix a qb4st:CRS . + :dggsCell a qb4st:SpatialDimension ; - qb4st:crs "rHEALPix WGS84 Ellipsoid" ; + qb4st:crs :rHEALPix ; + qb4st:crslabel "rHEALPix WGS84 Ellipsoid" ; rdfs:range xsd:string ; qb:concept sdmx-concept:refArea .
@@ -862,17 +884,17 @@

OWL-Time

It also allows temporal reference systems other than the Gregorian calendar. However, for Gregorian time instants which are typically used for Earth observation data, a datatype property using the built-in xsd:dateTime datatype is sufficient.

- +

QB4ST defines terms that work well together with OWL-Time.

- +
:coverageTemporalDomain a qb:AttributeProperty, qb4st:TemporalProperty ;
     rdfs:range time:DateTimeInterval ;
     qb:concept sdmx-concept:timePeriod .
-    
+
 :time a qb:DimensionProperty, qb4st:TemporalProperty ;
     rdfs:range xsd:dateTime ;
     qb:concept sdmx-concept:timePeriod .
-    
+
 :exampleDataset a qb:DataSet, prov:Entity ;
     qb:structure :exampleStructure ;
     :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral ;
@@ -881,19 +903,19 @@ 

OWL-Time

:timeDomain a time:Interval ; time:hasBeginning :timeBeginning ; time:hasEnd :timeEnd . - + :timeBeginning a time:Instant ; time:inXSDDateTime "2001-10-26T21:32:52"^^xsd:dateTime . :timeEnd a time:Instant ; time:inXSDDateTime "2001-10-26T21:32:52"^^xsd:dateTime . -:s1 a :GridSquare ; +:R000 a :GridSquare ; qb:dataSet :exampleDataset ; :time "2001-10-26T21:32:52"^^xsd:dateTime .
- +

Summary of ontologies used

@@ -930,7 +952,7 @@

Acknowledgements

- - + + diff --git a/eo-qb/notes.txt b/eo-qb/notes.txt index 3df3c48f..3a3255ff 100644 --- a/eo-qb/notes.txt +++ b/eo-qb/notes.txt @@ -1,41 +1,4 @@ - -0. validate the .ttl - -1. Dont use equivalentclass here. why not just "a"? - -:pixelsPerDegree rdf:type rdfs:Datatype ; - owl:equivalentClass xsd:double . - -2. crs -qb4st:crs . -BP uses http://epsg.io/4326 -- is that better? if so, should BP be changed? - -3. Have not checked the qb4st - - -4. :resolution "2.7"^^:pixelsPerDegree ; -I don't think that is valid -- the bit after the ^^ has to be an xsd datatype, surely? - -5. DELETED - -6. rdfs:range [owl:unionOf(xsd:anyURI xsd:integer)] ; - not sure I am happy with this. As rdfs tools (and so probably also datacube tools) might not figure it? Cannot think of a solution other than removing hte range entirely. - -7. Example 4 " :dataValue ;" is this well-formed ttl? - -8. 'However, it is reasonable to attach such metadata to aggregated tilesof pixels. - Thus the RDF data model can be used, as long as RDF Data Cube observations are whole tiles rather than individual pixels [Support for tiling]." this seems out of place -- case for tiling. perhaps cut "thus...[to end]". - -9. "QB4ST [qb4st] does not currently have a term for that, but it may in the future." -check - -10. Consider removing "This is also the appropriate place to think about the experience of Web crawlers on the publisher's Web page [Crawlability, Machine to machine]." as the relevant BP says to put it on an HTML page and we are not doing that at all. https://www.w3.org/TR/sdw-bp/#indexable-by-search-engines - -11. BP Encoding spatial data https://www.w3.org/TR/sdw-bp/#semantic-thing needs an example for "Balancing quality and cost. This could be it? - -12. "qb4st:crs "rHEALPix WGS84 Ellipsoid" " is that a crs? - -13. BP approach 3 could point to EO-QB. - -14. example 8 uses unusual sparql layout (";" at begining of line) -- I like it a lot, but it is non-customary and might confuse? +9. "QB4ST [qb4st] does not currently have a term for that, but it may in the future." 15. Example 8 led:etmBand led:latMin led:longMax led:value are not in ANU-LED-example.ttl. They need to be (and they nee to be explained). LEd uses "bounds" instead. Also the example seems to be outofdate wrt QB4st in the ontology? Also it uses led:Pixel -- shouldn't it be a GridSquare (tile?). @@ -43,31 +6,6 @@ I don't think that is valid -- the bit after the ^^ has to be an xsd datatype, s 17. Several changes to ssn in the area of example 9. Platform, observes, onPlatform, maybe hasMeasurementCapability. Should add ssn:accuracy. -18 add a table of omntologies used (see section ). - -19. Example 10 does this again: ":s1 .... :dataValue ;" . what about this? ":s1 :datavalue [ a xsd:integer] ; " - - -20. example 10 :exampleDataset ... prov:wasDerivedFrom :AGDC . -I don't think the wasderivedfrom is appropriate here. wasderivedfrom is used if you don't want to talk about the corresponding activitity, but you do -- it " prov:wasGeneratedBy :ANU-led-resampling " and you can get to the Entity that as used for that from there -- ":ANU-led-resampling ... prov:used :AGDC ." - - - -21. example 10 ":AGDC a prov:Collection ; - prov:wasAssociatedWith :GeoscienceAustralia ; - prov:hadMember :example-tile . " this should be prov wasAttributedTo, not prov:wasAssociatedWith , becuase it relates Entity to Agent. - 22. Example 13: check ssn:Property for change -23. BP doc section 6 'Coverages: describing properties that vary with location (and time)" should reference EO-QB and coverage-JSON. - - - 24. Example 14. timedomain is a time:Interval that appears to be very short (begins and ends at "2001-10-26T21:32:52) . However, it is normal for satellite imagery to instead be given a (real) time period due to the time taken to travel over the surface. I like that the particular :grid Square has only a time instant, but surely the timedomain could be longer? - -25 (no for eo-qb) BP doc should crossrefernce req https://www.w3.org/TR/sdw-ucr/#CoverageTemporalExtent with -http://w3c.github.io/sdw/bp/#desc-changing-properties - -26. Needs a table of ontolgies used -- see section 7. - - diff --git a/qb4st/ontology/qb4st.ttl b/qb4st/ontology/qb4st.ttl index d421b562..8c6cb1a5 100644 --- a/qb4st/ontology/qb4st.ttl +++ b/qb4st/ontology/qb4st.ttl @@ -123,7 +123,7 @@ qb4st:CoordDimension a rdfs:Class, owl:Class; qb4st:RefArea a rdfs:Class, owl:Class ; - rdfs:subClassOf qb:SpatialDimension, qb:CodedProperty ; + rdfs:subClassOf qb4st:SpatialDimension, qb:CodedProperty ; rdfs:label "Location by spatial Feature"@en ; rdfs:comment "Spatial context identified by a Spatial Feature. As a dimension, it is used as an index, and may not be missing or multi-valued. Such a property is both a spatial property and a CodedProperty. Note this must also have a codelist defined, and thus each Feature is regarded as a skos:Concept"@en ; rdfs:subClassOf [ @@ -139,7 +139,7 @@ qb4st:SpatialMeasure a rdfs:Class, owl:Class; . qb4st:PositionMeasure a rdfs:Class, owl:Class ; - rdfs:subPropertyOf qb:SpatialMeasure ; + rdfs:subPropertyOf qb4st:SpatialMeasure ; rdfs:label "Location by Point Coordinates"@en ; rdfs:comment "a measure of location as a Point (i.e. a complex spatial data type)"@en ; rdfs:subClassOf [ @@ -150,7 +150,7 @@ qb4st:PositionMeasure a rdfs:Class, owl:Class ; . qb4st:CoordMeasure a rdfs:Class, owl:Class ; - rdfs:subPropertyOf qb:SpatialMeasure ; + rdfs:subPropertyOf qb4st:SpatialMeasure ; rdfs:label "Location partially recorded by a single Coordinate"@en ; rdfs:comment "Abstract class for partial measure of location as a single Coordinate - such as latitude"@en; rdfs:subClassOf [ @@ -161,7 +161,7 @@ qb4st:CoordMeasure a rdfs:Class, owl:Class ; . qb4st:RefAreaMeasure a rdfs:Class, owl:Class ; - rdfs:subPropertyOf qb:SpatialMeasure, qb:CodedProperty ; + rdfs:subPropertyOf qb4st:SpatialMeasure, qb:CodedProperty ; rdfs:label "Location by spatial Feature"@en ; rdfs:comment "a measure of location as being with the bounds of an identified Spatial Feature. As a measure, it is not used as an index, and may be missing or multi-valued. Such a property is both a spatial property and a CodedProperty"@en ; rdfs:subClassOf [ @@ -252,7 +252,7 @@ qb4st:TemporalDSD a rdfs:Class, owl:Class; . qb4st:SpatioTemporalDSD a rdfs:Class, owl:Class; - rdfs:subClassOf qb4st:SpatialDSD ,Temporal; + rdfs:subClassOf qb4st:SpatialDSD , qb4st:TemporalDSD; rdfs:label "Spatial-Temporal Data Structure Definition"@en ; rdfs:comment "Specifies a data set includes both spatial and temporal properties, either in its organising dimensions or its observed values"@en ; From 32a7756394d02443d990dbb7ba5d85a9ffacb1c9 Mon Sep 17 00:00:00 2001 From: Sam Toyer Date: Tue, 25 Apr 2017 22:03:44 +1000 Subject: [PATCH 2/4] Explain :latMin/:longMax Originally I was going to write about GeoSPARQL being difficult to implement. It is, IMO, but the only third-party source I have is the informal message at [0] from the Jena maintainer, so I'll leave it out for now to save myself potential future embarrassment :-) [0] http://users.jena.apache.narkive.com/84Qbjbcx/geosparql-and-jena --- eo-qb/index.html | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/eo-qb/index.html b/eo-qb/index.html index d92c14cd..61873d16 100644 --- a/eo-qb/index.html +++ b/eo-qb/index.html @@ -602,16 +602,23 @@

Scalable Implementation

These simple optimizations can improve query time substantially. Consider the following SPARQL query, which fetches the intensity (?val) and URI (?s) associated with each - single-pixel observation in a satellite imagery database. + single-pixel observation in a satellite imagery database. Note the + use of custom :latMin and :longMax to + define the edges of a bounding box—we have included these in + our demonstration system for ease of implementation, but it is + expected that in a production system would use GeoSPARQL-style + FILTERs together with the WKT-formatted + :bounds predicate used elsewhere in this document.

SELECT DISTINCT ?s ?val WHERE {
     ?s a :Pixel
         :etmBand "1"^^xsd:int ;
         :dggsLevelSquare "5"^^xsd:int ;
+        # See comment above on :latMin/:longMax
         :latMin ?latMin ;
         :longMax ?longMax ;
-        :value ?val .
+        :dataPixelValue ?val .
     # Everything north-west of Parliament House
     FILTER (?latMin > -35.3082
         && ?longMax < 149.1244)

From 17d55ca1d54ba9900a5e9be4e7afbd0e7123a40d Mon Sep 17 00:00:00 2001
From: Sam Toyer 
Date: Fri, 12 May 2017 11:44:04 +1000
Subject: [PATCH 3/4] Client application screenshot (addresses ISSUE-98)

---
 eo-qb/images/client-app.png | Bin 0 -> 400276 bytes
 eo-qb/index.html            |  23 +++++++++++++++++++----
 2 files changed, 19 insertions(+), 4 deletions(-)
 create mode 100644 eo-qb/images/client-app.png

diff --git a/eo-qb/images/client-app.png b/eo-qb/images/client-app.png
new file mode 100644
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zx43irCU3s=4hP@8&CP?3^wCK1mc^>4Y#(v=llz>F8oPT)){1`B@29qYwM4~%F-kU~-qs89Hop)pjMr;**mkBP@Wz%Li*BIY)VgafKZ zp3p`yoj%~hci-mTwBnd8({_t}v0xT~^@9)i@N~uR{M+B+<@^yJeDE{w9{w(`oD5

Whatever approach is taken, it should be as easy as possible for the user to grab just the metadata, without having to figure out how to write an appropriate query. The definition of a qb:DataSet and the associated qb:DataStructureDefinition can serve this role, but it is still up to the - publisher to make it easy for the user to download those definitions. + publisher to make it easy for the user to download those definitions.

It is also helpful if the user can easily identify the domain of a coverage, that is, the spatial and temporal area where measurements are made [Spatial metadata]. @@ -485,7 +485,7 @@

Discrete Global Grid Systems

-

Scalable Implementation

+

Scalable Implementation

A proof of concept demonstrating the ANU-LED example with a SPARQL query @@ -642,6 +642,7 @@

Scalable Implementation

Implementation Mean runtime (± standard deviation) + Naive 378ms (±65.5ms) @@ -675,9 +676,23 @@

Scalable Implementation

R-tree or some other specialized spatial data structure.

-
+

+ To demonstrate the practical utility of our system, we produced a + simple web-based client application. The client application is able + to fetch Landsat imagery and its associated metadata via SPARQL + queries. It can then overlay the retrieved images on a movable map. + As mentioned previously, code for both the client and sever is + available on GitHub [[led-github]]. +

-
Could also point to the client implementation --with a screen dump and pointer to github code? The running implementation itself may be too long-term unstable to reference.
+
+ Client application running in a browser; shows colour Landsat image in background and dump of image's metadata (in JSON) on the left. +
A screenshot of the client application running in a browser.
+
+ + +

Use of existing ontologies

From d1957b5c2e4e7d27c381e07586bd1c57565ad40c Mon Sep 17 00:00:00 2001 From: Sam Toyer Date: Fri, 12 May 2017 12:12:14 +1000 Subject: [PATCH 4/4] Move from oldssn: to ssn:/sosa: --- eo-qb/ANU-LED-example.ttl | 20 ++++++++++---------- eo-qb/index.html | 23 ++++++++++++----------- eo-qb/notes.txt | 2 -- 3 files changed, 22 insertions(+), 23 deletions(-) diff --git a/eo-qb/ANU-LED-example.ttl b/eo-qb/ANU-LED-example.ttl index 7403c15a..aacbcd0d 100644 --- a/eo-qb/ANU-LED-example.ttl +++ b/eo-qb/ANU-LED-example.ttl @@ -2,7 +2,8 @@ @prefix qb4st: . @prefix ogc: . @prefix qb: . -@prefix ssn: . +@prefix ssn: . +@prefix sosa: . @prefix geo: . @prefix owl: . @prefix rdf: . @@ -59,16 +60,16 @@ # # ################################################################### -:landsat-8 a ssn:Platform ; +:landsat-8 a sosa:Platform ; owl:sameAs cci-platform:plat_landsat_8 . -:OLI a ssn:Sensor ; - ssn:onPlatform :landsat-8 ; - ssn:hasMeasurementCapability :oli-capability ; - ssn:observes :reflectance ; +:OLI a sosa:Sensor ; + sosa:isHostedBy :landsat-8 ; + ssn:hasSystemCapability :oli-capability ; + sosa:observes :reflectance ; owl:sameAs cci-sensor:sens_oli . -:oli-capability a ssn:MeasurementCapability ; +:oli-capability a ssn:SystemCapability ; ssn:forProperty :reflectance . :reflectance a ssn:Property, skos:Concept ; @@ -202,11 +203,11 @@ qb:concept sdmx-concept:timePeriod . :satellite a qb:AttributeProperty ; - rdfs:range ssn:Platform ; + rdfs:range sosa:Platform ; qb:concept sdmx-concept:collMethod . :instrument a qb:AttributeProperty ; - rdfs:range ssn:Sensor ; + rdfs:range sosa:Sensor ; qb:concept sdmx-concept:collMethod . :band a qb:AttributeProperty ; @@ -321,4 +322,3 @@ prov:wasDerivedFrom :example-tile ; :containedInSquare :R000 ; :containedInSquare :R0000 . - diff --git a/eo-qb/index.html b/eo-qb/index.html index be55fd85..8614e10a 100644 --- a/eo-qb/index.html +++ b/eo-qb/index.html @@ -406,11 +406,11 @@

Describing a coverage

qb:concept sdmx-concept:timePeriod . :satellite a qb:AttributeProperty ; - rdfs:range ssn:Platform ; + rdfs:range sosa:Platform ; qb:concept sdmx-concept:collMethod . :instrument a qb:AttributeProperty ; - rdfs:range ssn:Sensor ; + rdfs:range sosa:Sensor ; qb:concept sdmx-concept:collMethod . :band a qb:AttributeProperty ; @@ -724,16 +724,16 @@

SSN

:satellite :landsat-8 ; :coverageSpatialDomain "POLYGON((90 41.87, 93.33 41.87, 93.33 38.18, 90 38.18, 90 41.87))"^^ogc:wktLiteral . -:landsat-8 a ssn:Platform ; +:landsat-8 a sosa:Platform ; owl:sameAs cci-platform:plat_landsat_8 . -:OLI a ssn:Sensor ; - ssn:onPlatform :landsat-8 ; - ssn:hasMeasurementCapability :oli-capability ; - ssn:observes :reflectance ; +:OLI a sosa:Sensor ; + sosa:isHostedBy :landsat-8 ; + ssn:hasSystemCapability :oli-capability ; + sosa:observes :reflectance ; owl:sameAs cci-sensor:sens_oli . -:oli-capability a ssn:MeasurementCapability ; +:oli-capability a ssn:SystemCapability ; ssn:forProperty :reflectance . :reflectance a ssn:Property, skos:Concept ; @@ -877,11 +877,11 @@

SKOS concepts

qb:concept sdmx-concept:timePeriod . :satellite a qb:AttributeProperty ; - rdfs:range ssn:Platform ; + rdfs:range sosa:Platform ; qb:concept sdmx-concept:collMethod . :instrument a qb:AttributeProperty ; - rdfs:range ssn:Sensor ; + rdfs:range sosa:Sensor ; qb:concept sdmx-concept:collMethod . :dataPixelValue a qb:MeasureProperty ; @@ -958,7 +958,8 @@

Summary of ontologies used

rdfs:http://www.w3.org/2000/01/rdf-schema#[[rdf-schema]] sdmx-concept:http://purl.org/linked-data/sdmx/2009/concept# skos:http://www.w3.org/2004/02/skos/core#[[skos-reference]] - ssn:http://www.w3.org/ns/ssn/[[vocab-ssn]] + sosa:http://www.w3.org/ns/sosa/[[vocab-ssn]] + ssn:http://www.w3.org/ns/ssn/ sweet:http://sweet.jpl.nasa.gov/2.3/prop.owl#[[sweet]] time:http://www.w3.org/2006/time#[[owl-time]] xsd:http://www.w3.org/2001/XMLSchema#[[swbp-xsch-datatypes]] diff --git a/eo-qb/notes.txt b/eo-qb/notes.txt index 3a3255ff..7e35734a 100644 --- a/eo-qb/notes.txt +++ b/eo-qb/notes.txt @@ -2,8 +2,6 @@ 15. Example 8 led:etmBand led:latMin led:longMax led:value are not in ANU-LED-example.ttl. They need to be (and they nee to be explained). LEd uses "bounds" instead. Also the example seems to be outofdate wrt QB4st in the ontology? Also it uses led:Pixel -- shouldn't it be a GridSquare (tile?). -16. SSN might well change its name and prefix shortly. - 17. Several changes to ssn in the area of example 9. Platform, observes, onPlatform, maybe hasMeasurementCapability. Should add ssn:accuracy. 22. Example 13: check ssn:Property for change

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