private void DrawDynamicResult(byte[] bytes, int width, int height)
{
var currentFolder = _dataFolders.Last();
//ДО того, что было
var oldImageFolder = _dataFolders.First();
var oldDescription = new LandsatDataDescription(oldImageFolder);
CuttedImageInfo oldCuttedImageInfo = ClipImageHelper.GetCuttedImageInfoByPolygon(oldDescription.Channel4.Raw, _polygon);
DrawLib.DrawNaturalColor(oldDescription.Channel4.Normalized
, oldDescription.Channel3.Normalized
, oldDescription.Channel2.Normalized,
oldCuttedImageInfo, _pathToVisibleImage + "-old.png");
var landsatDescription = new LandsatDataDescription(currentFolder);
CuttedImageInfo cuttedImageInfo = ClipImageHelper.GetCuttedImageInfoByPolygon(landsatDescription.Channel4.Raw, _polygon);
DrawLib.DrawMask(bytes, width, height, _pathToDynamicFile);
DrawLib.DrawEdges(_pathToDynamicFile, _pathToEdgedDynamicFile);
DrawChannelsAccordingToPhenomenonType(_phenomenon, landsatDescription, cuttedImageInfo);
DrawLib.DrawMask(_pathToEdgedDynamicFile, _pathToVisibleImage + "4-3-2.png", _pathToVisibleDynamicFile);
}
public override string[] Process(IGeographicPoint leftUpper, IGeographicPoint rigthLower, string dataFolder, string resultFolder)
{
LandsatDataDescription landsatDescription = new LandsatDataDescription(dataFolder);
CuttedImageInfo cuttedImageInfo =
ClipImageHelper.GetCuttedImageInfoByPolygon(landsatDescription.Channel4.Raw,
new GeographicPolygon
{
UpperLeft = leftUpper,
LowerRight = rigthLower
});
string resultFileName;
string redChannelFileName;
string blueChannelFileName;
string greenChannelFileName;
switch (_characteristicType)
{
case CharacteristicType.Channels543:
{
redChannelFileName = landsatDescription.Channel5.Normalized;
greenChannelFileName = landsatDescription.Channel4.Normalized;
blueChannelFileName = landsatDescription.Channel3.Normalized;
resultFileName = resultFolder + "5-4-3.jpg";
break;
}
case CharacteristicType.Channels753:
{
redChannelFileName = landsatDescription.Channel7.Normalized;
greenChannelFileName = landsatDescription.Channel5.Normalized;
blueChannelFileName = landsatDescription.Channel3.Normalized;
resultFileName = resultFolder + "7-5-3.jpg";
break;
}
case CharacteristicType.Channels432:
case CharacteristicType.Unknown:
default:
{
redChannelFileName = landsatDescription.Channel4.Normalized;
greenChannelFileName = landsatDescription.Channel3.Normalized;
blueChannelFileName = landsatDescription.Channel2.Normalized;
resultFileName = resultFolder + "4-3-2.jpg";
break;
}
}
DrawLib.DrawNaturalColor(redChannelFileName
, greenChannelFileName
, blueChannelFileName,
cuttedImageInfo, resultFileName);
return(new string[] { resultFileName });
}
private void SaveDynamicGeoPoints()
{
var dynamicPoints = DrawLib.GetMaskIndexes(_pathToEdgedDynamicFile);
var landsatDescription = new LandsatDataDescription(_dataFolders.Last());
var currentTemporaryImage = landsatDescription.Channel4.Raw;
var geographicPoints = ClipImageHelper.GetGeographicPointsByPointsIndexes(dynamicPoints, currentTemporaryImage, _polygon);
JsonHelper.Serialize(_pathToDynamicPointsJson, geographicPoints);
}
public static bool CloudValidation(string[] folders, GeographicPolygon polygon, string resultCloudMaskTifFilename, string resultCloudMaskPngFilename)
{
byte[] cloudMask = null;
int width = 0;
SpatialReference tifProjection = null;
int height = 0;
var utmPolygon = new UtmPolygon();
foreach (var folder in folders)
{
var landsatData = new LandsatDataDescription(folder);
var qaFile = landsatData.ChannelBqa;
using (var ds = Gdal.Open(qaFile, Access.GA_ReadOnly))
{
double[] geotransform = new double[6];
ds.GetGeoTransform(geotransform);
utmPolygon = Helper.ConvertGeographicPolygonToUtm(polygon, ds);
using (var band = ds.GetRasterBand(1))
{
var projectionRef = ds.GetProjectionRef();
tifProjection = new SpatialReference(projectionRef);
var cuttedImageInfo = ClipImageHelper.GetCuttedImageInfoByPolygonData(utmPolygon, geotransform);
cloudMask = cloudMask ?? new byte[cuttedImageInfo.Width * cuttedImageInfo.Height];
cloudMask = GetCloudMaskByBandAndCoordinates(band, cuttedImageInfo, cloudMask);
width = cuttedImageInfo.Width;
height = cuttedImageInfo.Height;
}
}
}
if (cloudMask == null)
{
return(false);
}
double cloudedPointCount = cloudMask.Count(x => x != 0);
var percentOfCloudedPoints = cloudedPointCount / cloudMask.Count();
bool isValidCloudy = percentOfCloudedPoints < 0.14;
tifProjection.ExportToWkt(out var inputShapeSrs);
double[] argin = { polygon.UpperLeft.Latitude, 30, 0, polygon.UpperLeft.Longitude, 0, -30 };
Helper.SaveDataInFile(resultCloudMaskTifFilename, cloudMask, width, height, DataType.GDT_Byte, argin, inputShapeSrs);
DrawLib.DrawMask(cloudMask, width, height, resultCloudMaskPngFilename);
return(isValidCloudy);
}
public override string[] Process(IGeographicPoint leftUpper, IGeographicPoint rigthLower, string dataFolder, string resultFolder)
{
var pathToEdgedDynamic = $@"{dataFolder}{FilenamesConstants.PathToEdgedDynamicFile}";
var pathToAreOfDamageResult = $@"{resultFolder}{FilenamesConstants.PathToDamagedAreaResult}";
var amountOfDynamicPoints = DrawLib.GetAmountOfDynamicPoints(pathToEdgedDynamic);
double areaOfDamage = amountOfDynamicPoints * LandsatPixelSize;
var resultPath = JsonHelper.Serialize(pathToAreOfDamageResult, new AreaOfDamageResult
{
AreaOfDamage = areaOfDamage,
DamagedPointsCount = amountOfDynamicPoints
});
return(new[] { resultPath });
}
private void DrawChannelsAccordingToPhenomenonType(PhenomenonType phenomenonType
, LandsatDataDescription landsatDescription
, CuttedImageInfo cuttedImageInfo)
{
switch (phenomenonType)
{
case PhenomenonType.ForestPlantationsDeseases:
{
DrawLib.DrawNaturalColor(landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized
, landsatDescription.Channel2.Normalized,
cuttedImageInfo, _pathToVisibleImage + "4-3-2.png");
DrawLib.DrawNaturalColor(landsatDescription.Channel5.Normalized
, landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized,
cuttedImageInfo, _pathToVisibleImage + "5-4-3.png");
DrawLib.DrawNaturalColor(landsatDescription.Channel7.Normalized
, landsatDescription.Channel5.Normalized
, landsatDescription.Channel3.Normalized,
cuttedImageInfo, _pathToVisibleImage + "7-5-3.png");
} break;
case PhenomenonType.SoilErosion:
{
DrawLib.DrawNaturalColor(landsatDescription.Channel7.Normalized
, landsatDescription.Channel5.Normalized
, landsatDescription.Channel3.Normalized,
cuttedImageInfo, _pathToVisibleImage + "7-5-3.png");
DrawLib.DrawNaturalColor(landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized
, landsatDescription.Channel2.Normalized,
cuttedImageInfo, _pathToVisibleImage + "4-3-2.png");
} break;
case PhenomenonType.SoilPollutionByOilProducts:
{
DrawLib.DrawNaturalColor(landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized
, landsatDescription.Channel2.Normalized,
cuttedImageInfo, _pathToVisibleImage + "4-3-2.png");
} break;
case PhenomenonType.SurfaceDumps:
{
DrawLib.DrawNaturalColor(landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized
, landsatDescription.Channel2.Normalized,
cuttedImageInfo, _pathToVisibleImage + "4-3-2.png");
} break;
case PhenomenonType.Unknown:
{
DrawLib.DrawNaturalColor(landsatDescription.Channel4.Normalized
, landsatDescription.Channel3.Normalized
, landsatDescription.Channel2.Normalized,
cuttedImageInfo, _pathToVisibleImage + "4-3-2.png");
} break;
}
}