master #15
@ -51,6 +51,13 @@ namespace FarmmapsBulkSatDownload
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DateTime lastdownloadedimagedate;
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DateTime lastdownloadedimagedate;
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int cropYear;
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int cropYear;
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//Use doDB to decide if reading from/writing to database (doDB = true) or
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//read from file BulkSatDownloadInput.json and write satellite statistics to file(s) specified in BulkSatDownloadInput.json
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//note in case of doDB == true you will need to provide a file "DBsettings.secrets.json" with login details for the database
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//see empty example "DBsettings.json"
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bool doDB = false;
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if (doDB == true)
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{
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// Option 1: When using database need to (1) fill in database data in DBsettings.secrets.json; (2) write tailor made SELECT query for fieldinputs in following lines;
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// Option 1: When using database need to (1) fill in database data in DBsettings.secrets.json; (2) write tailor made SELECT query for fieldinputs in following lines;
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// (3) Write tailor made INSERT INTO query in Task Process() below;
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// (3) Write tailor made INSERT INTO query in Task Process() below;
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// Initialize databases. Username, password etc stored in file "DBsettings.secrets.json".
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// Initialize databases. Username, password etc stored in file "DBsettings.secrets.json".
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@ -74,16 +81,16 @@ namespace FarmmapsBulkSatDownload
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List<string> satelliteBands = new List<string> { "wdvi", "ndvi" };
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List<string> satelliteBands = new List<string> { "wdvi", "ndvi" };
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string connectionString = dbparcels.GetConnectionString();
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string connectionString = dbparcels.GetConnectionString();
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string readSql = string.Format(
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string readSql = string.Format(
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@"
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@"
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SELECT pt.arbid, pt.year, gml.lastwenrdate, ST_AsGeoJSON(ST_Transform((ST_DUMP(pt.geom)).geom::geometry(Polygon),4326)) AS geojson_polygon_wgs84,
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SELECT pt.arbid, pt.year, gml.lastwenrdate, ST_AsGeoJSON(ST_Transform((ST_DUMP(pt.geom)).geom::geometry(Polygon),4326)) AS geojson_polygon_wgs84,
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COALESCE(pt.cropfielditemcode,'') AS cropfielditemcode,
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COALESCE(pt.cropfielditemcode,'') AS cropfielditemcode,
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CASE WHEN pt.year >= DATE_PART('year', CURRENT_DATE) THEN '' ELSE COALESCE(pt.satellitetaskcode,'') END AS satellitetaskcode
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CASE WHEN pt.year >= DATE_PART('year', CURRENT_DATE) THEN '' ELSE COALESCE(pt.satellitetaskcode,'') END AS satellitetaskcode
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FROM {0}.{1} pt, {0}.{2} gml
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FROM {0}.{1} pt, {0}.{2} gml
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WHERE
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WHERE
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pt.arbid = gml.arbid
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pt.arbid = gml.arbid
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AND pt.satellitetaskcode IS NULL
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AND pt.satellitetaskcode IS NULL
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ORDER BY pt.arbid
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ORDER BY pt.arbid
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LIMIT 5;", schemaname, parceltablename, groenmonitorlatestviewname); //LIMIT x for testing
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LIMIT 5;", schemaname, parceltablename, groenmonitorlatestviewname); //LIMIT x for testing
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using (NpgsqlConnection connection = new NpgsqlConnection(connectionString))
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using (NpgsqlConnection connection = new NpgsqlConnection(connectionString))
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{
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{
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@ -112,34 +119,35 @@ LIMIT 5;", schemaname, parceltablename, groenmonitorlatestviewname); //LIMIT x
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}
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}
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connection.Close();
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connection.Close();
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}
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}
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// Now choose which list you want to use
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bulkSatDownloadInputList = bulkSatDownloadInputListDB;
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}
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else
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{
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// Option 2: Example without database. Comment out this part if you want to use database
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// Option 2: Example without database. Comment out this part if you want to use database
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// Read cropfields "BulkSatDownloadInput.json" and write all stats to a single csv file
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// Read cropfields "BulkSatDownloadInput.json" and write all stats to a single csv file
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// Write all stats for multiple fields will be written to a single csv file
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// Write all stats for multiple fields will be written to a single csv file
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//string downloadFolder;
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string downloadFolder;
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//string fileNameStats;
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string fileNameStats;
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//string headerLineStats = $"FieldName,satelliteDate,satelliteBand,max,min,mean,mode,median,stddev,minPlus,curtosis,maxMinus,skewness,variance,populationCount,variationCoefficient,confidenceIntervalLow, confidenceIntervalHigh,confidenceIntervalErrorMargin" + Environment.NewLine;
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string headerLineStats = $"FieldName,satelliteDate,satelliteBand,max,min,mean,mode,median,stddev,minPlus,curtosis,maxMinus,skewness,variance,populationCount,variationCoefficient,confidenceIntervalLow, confidenceIntervalHigh,confidenceIntervalErrorMargin" + Environment.NewLine;
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//var fieldsInputJson = File.ReadAllText("BulkSatDownloadInput.json");
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var fieldsInputJson = File.ReadAllText("BulkSatDownloadInput.json");
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//bulkSatDownloadInputListCsv = JsonConvert.DeserializeObject<List<BulkSatDownloadInput>>(fieldsInputJson);
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bulkSatDownloadInputListCsv = JsonConvert.DeserializeObject<List<BulkSatDownloadInput>>(fieldsInputJson);
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//for (int i = 0; i < bulkSatDownloadInputListCsv.Count; i++)
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for (int i = 0; i < bulkSatDownloadInputListCsv.Count; i++)
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//{
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{
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// downloadFolder = bulkSatDownloadInputListCsv[i].downloadFolder;
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downloadFolder = bulkSatDownloadInputListCsv[i].downloadFolder;
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// fileNameStats = Path.Combine(downloadFolder, bulkSatDownloadInputListCsv[i].fileNameStats);
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fileNameStats = Path.Combine(downloadFolder, bulkSatDownloadInputListCsv[i].fileNameStats);
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// if (!Directory.Exists(downloadFolder))
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if (!Directory.Exists(downloadFolder))
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// Directory.CreateDirectory(downloadFolder);
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Directory.CreateDirectory(downloadFolder);
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// bulkSatDownloadInputListCsv[i].fileNameStats = fileNameStats;
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bulkSatDownloadInputListCsv[i].fileNameStats = fileNameStats;
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// // Header same as in GeneralService.DownloadSatelliteStats
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// Header same as in GeneralService.DownloadSatelliteStats
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// // Delete fileNameStats if existing. Create a new file. Add a header to csv file
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// Delete fileNameStats if existing. Create a new file. Add a header to csv file
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// File.Delete(fileNameStats);
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File.Delete(fileNameStats);
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// File.AppendAllText(fileNameStats, headerLineStats);
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File.AppendAllText(fileNameStats, headerLineStats);
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//}
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}
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// Now choose which list you want to use
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// Now choose which list you want to use
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bulkSatDownloadInputList = bulkSatDownloadInputListDB; //bulkSatDownloadInputListDB; //bulkSatDownloadInputListCsv;
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bulkSatDownloadInputList = bulkSatDownloadInputListCsv;
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}
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// Whichever option (database or json/csv), continue here
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// Delete the settingsfile
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// File.Delete(settingsfile);
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// For each input download all images. Keep track to time, important when doing bulk downloads
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// For each input download all images. Keep track to time, important when doing bulk downloads
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var watch = System.Diagnostics.Stopwatch.StartNew();
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var watch = System.Diagnostics.Stopwatch.StartNew();
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@ -1,46 +1,19 @@
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[
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[
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{
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{
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"fieldName": "5641", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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"fieldName": "BvdT FieldlabG92", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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"cropYear": 1999, //For testing a year for which we know no satellite data available, program shouldn't crash
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"cropYear": 2022, // for testing same field last year
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"fieldID": 5641,
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"fieldID": 1,
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"lastdownloadedimagedate": "1999-01-01", //downloads images from this date till end of the year
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"lastdownloadedimagedate": "2022-01-01", //downloads images from this date till end of the year
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"geometryJson": {
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"geometryJson": {
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"type": "Polygon",
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"type": "Polygon",
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"coordinates": [
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"coordinates": [
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[
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[
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[ 3.37837807779104, 51.3231095796538 ],
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[ 5.563472073408009, 52.547554398144172 ],
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[ 3.38065689232502, 51.3212527499355 ],
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[ 5.567425915520115, 52.547725375100377 ],
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[ 3.38022924592256, 51.3210683536359 ],
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[ 5.563878143678981, 52.54048022658143 ],
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[ 3.37980548452565, 51.3208801127141 ],
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[ 5.563878143678981, 52.54048022658143 ],
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[ 3.37959556105776, 51.3207540143696 ],
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[ 5.563472073408009, 52.547554398144172 ]
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[ 3.3793691292654, 51.3205959677371 ],
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[ 3.37822219207335, 51.3215667913007 ],
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[ 3.37816999925795, 51.3216109809456 ],
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[ 3.37646704574705, 51.3208025481261 ],
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[ 3.37646695791282, 51.3208025061493 ],
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[ 3.37608401443192, 51.3206231652693 ],
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[ 3.37607169507628, 51.3206173959751 ],
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[ 3.37606021048754, 51.320612017601 ],
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[ 3.37582728410659, 51.3205029306946 ],
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[ 3.37580409779263, 51.3206502985963 ],
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[ 3.37575872019649, 51.3207993094705 ],
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[ 3.37575476634361, 51.3208122883487 ],
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[ 3.37571181656268, 51.3208797459348 ],
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[ 3.3756624532907, 51.3209415238446 ],
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[ 3.37557609963811, 51.3210110142077 ],
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[ 3.37541089899821, 51.3211055871218 ],
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[ 3.37477516102591, 51.3214102985009 ],
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[ 3.37473173914127, 51.3214311108204 ],
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[ 3.37455904622072, 51.3215138815012 ],
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[ 3.37415098054777, 51.3217199232877 ],
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[ 3.37313700916272, 51.3222422862785 ],
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[ 3.37748824689601, 51.3242852920348 ],
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[ 3.37749760805371, 51.3242713084009 ],
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[ 3.37811903757028, 51.3233437635596 ],
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[ 3.37818758851947, 51.3232647797363 ],
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[ 3.37823803668144, 51.3232236798646 ],
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[ 3.37837807779104, 51.3231095796538 ]
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]
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]
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]
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]
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},
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},
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@ -52,203 +25,20 @@
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"satelllitetable": null
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"satelllitetable": null
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},
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},
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{
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{
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"fieldName": "5641", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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"fieldName": "BvdT FieldlabG92", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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"cropYear": 2021, //For testing a year for which we know no satellite data available, program shouldn't crash
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"cropYear": 2021, // for testing same field last year (i.e. 2021)
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"fieldID": 5641,
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"fieldID": 1,
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"lastdownloadedimagedate": "2021-01-01", //downloads images from this date till end of the year
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"lastdownloadedimagedate": "2021-01-01", //downloads images from this date till end of the year
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"geometryJson": {
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"geometryJson": {
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"type": "Polygon",
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"type": "Polygon",
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"coordinates": [
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"coordinates": [
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[
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[
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||||||
[ 3.37837807779104, 51.3231095796538 ],
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[ 5.563472073408009, 52.547554398144172 ],
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||||||
[ 3.38065689232502, 51.3212527499355 ],
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[ 5.567425915520115, 52.547725375100377 ],
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[ 3.38022924592256, 51.3210683536359 ],
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[ 5.563878143678981, 52.54048022658143 ],
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[ 3.37980548452565, 51.3208801127141 ],
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[ 5.563878143678981, 52.54048022658143 ],
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[ 3.37959556105776, 51.3207540143696 ],
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[ 5.563472073408009, 52.547554398144172 ]
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||||||
[ 3.3793691292654, 51.3205959677371 ],
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[ 3.37822219207335, 51.3215667913007 ],
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[ 3.37816999925795, 51.3216109809456 ],
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[ 3.37646704574705, 51.3208025481261 ],
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[ 3.37646695791282, 51.3208025061493 ],
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[ 3.37608401443192, 51.3206231652693 ],
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[ 3.37607169507628, 51.3206173959751 ],
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[ 3.37606021048754, 51.320612017601 ],
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[ 3.37582728410659, 51.3205029306946 ],
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[ 3.37580409779263, 51.3206502985963 ],
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[ 3.37575872019649, 51.3207993094705 ],
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[ 3.37575476634361, 51.3208122883487 ],
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[ 3.37571181656268, 51.3208797459348 ],
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[ 3.3756624532907, 51.3209415238446 ],
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[ 3.37557609963811, 51.3210110142077 ],
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[ 3.37541089899821, 51.3211055871218 ],
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[ 3.37477516102591, 51.3214102985009 ],
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[ 3.37473173914127, 51.3214311108204 ],
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[ 3.37455904622072, 51.3215138815012 ],
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[ 3.37415098054777, 51.3217199232877 ],
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[ 3.37313700916272, 51.3222422862785 ],
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[ 3.37748824689601, 51.3242852920348 ],
|
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[ 3.37749760805371, 51.3242713084009 ],
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[ 3.37811903757028, 51.3233437635596 ],
|
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[ 3.37818758851947, 51.3232647797363 ],
|
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[ 3.37823803668144, 51.3232236798646 ],
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[ 3.37837807779104, 51.3231095796538 ]
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]
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]
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},
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"downloadFolder": "C:\\workdir\\groenmonitor\\",
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"fileNameStats": "BulkSatDownload.csv",
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"database": null,
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"schemaname": null,
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"cropfieldtable": null,
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"satelllitetable": null
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},
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{
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"fieldName": "5641", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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"cropYear": 2020,
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"fieldID": 5641,
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"lastdownloadedimagedate": "2020-01-01", //downloads images from this date till end of the year
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"geometryJson": {
|
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"type": "Polygon",
|
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"coordinates": [
|
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[
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ],
|
|
||||||
[ 3.38065689232502, 51.3212527499355 ],
|
|
||||||
[ 3.38022924592256, 51.3210683536359 ],
|
|
||||||
[ 3.37980548452565, 51.3208801127141 ],
|
|
||||||
[ 3.37959556105776, 51.3207540143696 ],
|
|
||||||
[ 3.3793691292654, 51.3205959677371 ],
|
|
||||||
[ 3.37822219207335, 51.3215667913007 ],
|
|
||||||
[ 3.37816999925795, 51.3216109809456 ],
|
|
||||||
[ 3.37646704574705, 51.3208025481261 ],
|
|
||||||
[ 3.37646695791282, 51.3208025061493 ],
|
|
||||||
[ 3.37608401443192, 51.3206231652693 ],
|
|
||||||
[ 3.37607169507628, 51.3206173959751 ],
|
|
||||||
[ 3.37606021048754, 51.320612017601 ],
|
|
||||||
[ 3.37582728410659, 51.3205029306946 ],
|
|
||||||
[ 3.37580409779263, 51.3206502985963 ],
|
|
||||||
[ 3.37575872019649, 51.3207993094705 ],
|
|
||||||
[ 3.37575476634361, 51.3208122883487 ],
|
|
||||||
[ 3.37571181656268, 51.3208797459348 ],
|
|
||||||
[ 3.3756624532907, 51.3209415238446 ],
|
|
||||||
[ 3.37557609963811, 51.3210110142077 ],
|
|
||||||
[ 3.37541089899821, 51.3211055871218 ],
|
|
||||||
[ 3.37477516102591, 51.3214102985009 ],
|
|
||||||
[ 3.37473173914127, 51.3214311108204 ],
|
|
||||||
[ 3.37455904622072, 51.3215138815012 ],
|
|
||||||
[ 3.37415098054777, 51.3217199232877 ],
|
|
||||||
[ 3.37313700916272, 51.3222422862785 ],
|
|
||||||
[ 3.37748824689601, 51.3242852920348 ],
|
|
||||||
[ 3.37749760805371, 51.3242713084009 ],
|
|
||||||
[ 3.37811903757028, 51.3233437635596 ],
|
|
||||||
[ 3.37818758851947, 51.3232647797363 ],
|
|
||||||
[ 3.37823803668144, 51.3232236798646 ],
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ]
|
|
||||||
]
|
|
||||||
]
|
|
||||||
},
|
|
||||||
"downloadFolder": "C:\\workdir\\groenmonitor\\",
|
|
||||||
"fileNameStats": "BulkSatDownload.csv",
|
|
||||||
"database": null,
|
|
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"schemaname": null,
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|
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"cropfieldtable": null,
|
|
||||||
"satelllitetable": null
|
|
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},
|
|
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{
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"fieldName": "5641", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
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|
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"cropYear": 2019,
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|
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"fieldID": 5641,
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"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
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"lastdownloadedimagedate": "2019-01-01", //downloads images from this date till end of the year
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|
||||||
"geometryJson": {
|
|
||||||
"type": "Polygon",
|
|
||||||
"coordinates": [
|
|
||||||
[
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ],
|
|
||||||
[ 3.38065689232502, 51.3212527499355 ],
|
|
||||||
[ 3.38022924592256, 51.3210683536359 ],
|
|
||||||
[ 3.37980548452565, 51.3208801127141 ],
|
|
||||||
[ 3.37959556105776, 51.3207540143696 ],
|
|
||||||
[ 3.3793691292654, 51.3205959677371 ],
|
|
||||||
[ 3.37822219207335, 51.3215667913007 ],
|
|
||||||
[ 3.37816999925795, 51.3216109809456 ],
|
|
||||||
[ 3.37646704574705, 51.3208025481261 ],
|
|
||||||
[ 3.37646695791282, 51.3208025061493 ],
|
|
||||||
[ 3.37608401443192, 51.3206231652693 ],
|
|
||||||
[ 3.37607169507628, 51.3206173959751 ],
|
|
||||||
[ 3.37606021048754, 51.320612017601 ],
|
|
||||||
[ 3.37582728410659, 51.3205029306946 ],
|
|
||||||
[ 3.37580409779263, 51.3206502985963 ],
|
|
||||||
[ 3.37575872019649, 51.3207993094705 ],
|
|
||||||
[ 3.37575476634361, 51.3208122883487 ],
|
|
||||||
[ 3.37571181656268, 51.3208797459348 ],
|
|
||||||
[ 3.3756624532907, 51.3209415238446 ],
|
|
||||||
[ 3.37557609963811, 51.3210110142077 ],
|
|
||||||
[ 3.37541089899821, 51.3211055871218 ],
|
|
||||||
[ 3.37477516102591, 51.3214102985009 ],
|
|
||||||
[ 3.37473173914127, 51.3214311108204 ],
|
|
||||||
[ 3.37455904622072, 51.3215138815012 ],
|
|
||||||
[ 3.37415098054777, 51.3217199232877 ],
|
|
||||||
[ 3.37313700916272, 51.3222422862785 ],
|
|
||||||
[ 3.37748824689601, 51.3242852920348 ],
|
|
||||||
[ 3.37749760805371, 51.3242713084009 ],
|
|
||||||
[ 3.37811903757028, 51.3233437635596 ],
|
|
||||||
[ 3.37818758851947, 51.3232647797363 ],
|
|
||||||
[ 3.37823803668144, 51.3232236798646 ],
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ]
|
|
||||||
]
|
|
||||||
]
|
|
||||||
},
|
|
||||||
"downloadFolder": "C:\\workdir\\groenmonitor\\",
|
|
||||||
"fileNameStats": "BulkSatDownload.csv",
|
|
||||||
"database": null,
|
|
||||||
"schemaname": null,
|
|
||||||
"cropfieldtable": null,
|
|
||||||
"satelllitetable": null
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"fieldName": "5641", // FarmMaps minimum needs are: fieldName, cropYear & geometryJson
|
|
||||||
"cropYear": 2018, //little to no images for 2018
|
|
||||||
"fieldID": 5641,
|
|
||||||
"SatelliteBands": [ "wdvi", "ndvi" ], // ["ndvi"] or ["wdvi"] or both: [ "wdvi", "ndvi" ]
|
|
||||||
"lastdownloadedimagedate": "2018-01-01", //downloads images from this date till end of the year
|
|
||||||
"geometryJson": {
|
|
||||||
"type": "Polygon",
|
|
||||||
"coordinates": [
|
|
||||||
[
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ],
|
|
||||||
[ 3.38065689232502, 51.3212527499355 ],
|
|
||||||
[ 3.38022924592256, 51.3210683536359 ],
|
|
||||||
[ 3.37980548452565, 51.3208801127141 ],
|
|
||||||
[ 3.37959556105776, 51.3207540143696 ],
|
|
||||||
[ 3.3793691292654, 51.3205959677371 ],
|
|
||||||
[ 3.37822219207335, 51.3215667913007 ],
|
|
||||||
[ 3.37816999925795, 51.3216109809456 ],
|
|
||||||
[ 3.37646704574705, 51.3208025481261 ],
|
|
||||||
[ 3.37646695791282, 51.3208025061493 ],
|
|
||||||
[ 3.37608401443192, 51.3206231652693 ],
|
|
||||||
[ 3.37607169507628, 51.3206173959751 ],
|
|
||||||
[ 3.37606021048754, 51.320612017601 ],
|
|
||||||
[ 3.37582728410659, 51.3205029306946 ],
|
|
||||||
[ 3.37580409779263, 51.3206502985963 ],
|
|
||||||
[ 3.37575872019649, 51.3207993094705 ],
|
|
||||||
[ 3.37575476634361, 51.3208122883487 ],
|
|
||||||
[ 3.37571181656268, 51.3208797459348 ],
|
|
||||||
[ 3.3756624532907, 51.3209415238446 ],
|
|
||||||
[ 3.37557609963811, 51.3210110142077 ],
|
|
||||||
[ 3.37541089899821, 51.3211055871218 ],
|
|
||||||
[ 3.37477516102591, 51.3214102985009 ],
|
|
||||||
[ 3.37473173914127, 51.3214311108204 ],
|
|
||||||
[ 3.37455904622072, 51.3215138815012 ],
|
|
||||||
[ 3.37415098054777, 51.3217199232877 ],
|
|
||||||
[ 3.37313700916272, 51.3222422862785 ],
|
|
||||||
[ 3.37748824689601, 51.3242852920348 ],
|
|
||||||
[ 3.37749760805371, 51.3242713084009 ],
|
|
||||||
[ 3.37811903757028, 51.3233437635596 ],
|
|
||||||
[ 3.37818758851947, 51.3232647797363 ],
|
|
||||||
[ 3.37823803668144, 51.3232236798646 ],
|
|
||||||
[ 3.37837807779104, 51.3231095796538 ]
|
|
||||||
]
|
]
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
|
|||||||
Loading…
Reference in New Issue
Block a user