diff --git a/src/main/java/com/conveyal/gtfs/error/SuspectStopLocationError.java b/src/main/java/com/conveyal/gtfs/error/SuspectStopLocationError.java new file mode 100644 index 000000000..ac2841eea --- /dev/null +++ b/src/main/java/com/conveyal/gtfs/error/SuspectStopLocationError.java @@ -0,0 +1,31 @@ +package com.conveyal.gtfs.error; + +import com.conveyal.gtfs.validator.model.Priority; + +import java.io.Serializable; + +/** + * Indicates that a stop is in a suspect location, for example in a place like a desert where there are not enough + * people to support public transit. This can be the result of incorrect coordinate transforms into WGS84. + * Stops are often located on "null island" at (0,0). This can also happen in other coordinate systems before they + * are transformed to WGS84: the origin of a common French coordinate system is in the Sahara. + */ +public class SuspectStopLocationError extends GTFSError implements Serializable { + public static final long serialVersionUID = 1L; + + public SuspectStopLocationError(String stopId, long line) { + super("stops", line, "stop_id", stopId); + } + + @Override public String getMessage() { + return String.format( + "Stop with ID %s is in a sparsely populated area (fewer than 5 inhabitants per square km in any " + + "neighboring 1/4 degree cell)", + affectedEntityId + ); + } + + @Override public Priority getPriority() { + return Priority.MEDIUM; + } +} diff --git a/src/main/java/com/conveyal/gtfs/storage/BooleanAsciiGrid.java b/src/main/java/com/conveyal/gtfs/storage/BooleanAsciiGrid.java index 91293671e..f7f0c8045 100644 --- a/src/main/java/com/conveyal/gtfs/storage/BooleanAsciiGrid.java +++ b/src/main/java/com/conveyal/gtfs/storage/BooleanAsciiGrid.java @@ -9,7 +9,7 @@ /** * Loads an ESRI ASCII grid containing integers and allows looking up values as booleans (where > 0). - * This is used for + * This can be used for a basic stop location test using a simple population raster. */ public class BooleanAsciiGrid { @@ -51,19 +51,22 @@ public BooleanAsciiGrid (InputStream inputStream, boolean gzipped) { } /** - * Get a grid for places where population density is over 5 people per square kilometer. + * Get a grid for places where population density is over 5 people per square kilometer in any neighboring cell. * We use the Gridded Population of the World v3 data set for 2015 UN-adjusted population density. * This data set was downloaded at 1/4 degree resolution in ESRI ASCII grid format. The grid file was edited * manually to eliminate the no-data value header, since I could not find a way to operate on no-value cells in the * QGIS raster calculator. Then the raster calculator in QGIS was used with the formula ("glds00ag15@1" > 5), * which makes all cells with population density above the threshold have a value of one, - * and all others a value of zero (since the no data value in the grid is -9999). This was then exported as another - * ASCII grid file, which zips well. The license for this data set is Creative Commons Attribution. + * and all others a value of zero (since the no data value in the grid is -9999). Next, the GRASS r.neighbors tool + * in QGIS was used to blur this layer, adding to each cell the sum of the neighboring eight cells ("neighborhood + * size" of 3, the dimension in each direction). A final logical operation ("blurred@1" > 0) was applied, with the + * result exported as another ASCII grid file, which zips well. The license for this data set is Creative Commons + * Attribution. * See http://sedac.ciesin.columbia.edu/data/collection/gpw-v3 */ public static BooleanAsciiGrid forEarthPopulation() { try { - InputStream gridStream = BooleanAsciiGrid.class.getResourceAsStream("gpwv3-quarter-boolean.asc"); + InputStream gridStream = BooleanAsciiGrid.class.getResourceAsStream("gpwv3-quarter-buffer-boolean.asc"); return new BooleanAsciiGrid(gridStream, false); } catch (Exception ex) { throw new RuntimeException(ex); diff --git a/src/main/java/com/conveyal/gtfs/validator/PostLoadValidator.java b/src/main/java/com/conveyal/gtfs/validator/PostLoadValidator.java index 303bc3537..a4544703a 100644 --- a/src/main/java/com/conveyal/gtfs/validator/PostLoadValidator.java +++ b/src/main/java/com/conveyal/gtfs/validator/PostLoadValidator.java @@ -6,7 +6,9 @@ import com.conveyal.gtfs.error.GeneralError; import com.conveyal.gtfs.error.RangeError; import com.conveyal.gtfs.error.ReferentialIntegrityError; +import com.conveyal.gtfs.error.SuspectStopLocationError; import com.conveyal.gtfs.model.Stop; +import com.conveyal.gtfs.storage.BooleanAsciiGrid; import java.util.List; @@ -33,6 +35,7 @@ public PostLoadValidator (GTFSFeed feed) { public void validate () { validateCalendarServices(); validateParentStations(); + validateStopPopulationDensity(); } /** @@ -46,6 +49,20 @@ private void validateCalendarServices () { } } + /** + * Validate that stops are not in locations with no people. This can happen from incorrect coordinate transforms + * into WGS84. Stops are often located on "null island" at (0,0). This can also happen in other coordinate systems + * before they are transformed to WGS84: the origin of a common French coordinate system is in the Sahara. + */ + private void validateStopPopulationDensity () { + BooleanAsciiGrid popGrid = BooleanAsciiGrid.forEarthPopulation(); + for (Stop stop : feed.stops.values()) { + if (!(popGrid.getValueForCoords(stop.stop_lon, stop.stop_lat))) { + feed.errors.add(new SuspectStopLocationError(stop.stop_id, stop.sourceFileLine)); + } + } + } + /** * Validate location_type and parent_station constraints as well as referential integrity. * Individual validation actions like this could be factored out into separate classes (PostLoadValidators) diff --git a/src/main/resources/com/conveyal/gtfs/storage/gpwv3-quarter-buffer-boolean.asc b/src/main/resources/com/conveyal/gtfs/storage/gpwv3-quarter-buffer-boolean.asc new file mode 100644 index 000000000..d1beddacd --- /dev/null +++ b/src/main/resources/com/conveyal/gtfs/storage/gpwv3-quarter-buffer-boolean.asc @@ -0,0 +1,578 @@ +ncols 1440 +nrows 572 +xllcorner -180.000000000000 +yllcorner -58.000000000000 +cellsize 0.250000000000 +NODATA_value -3.4028234663852885981e+38 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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