add tree water demand

tree-water-demand/.gitignore

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tree-water-demand/pom.xml

+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>de.hft.stuttgart</groupId>
+	<artifactId>tree-water-demand</artifactId>
+	<version>0.0.1-SNAPSHOT</version>
+	
+	
+	<properties>
+		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+		<maven.compiler.source>17</maven.compiler.source>
+		<maven.compiler.target>17</maven.compiler.target>
+	</properties>
+
+
+	<dependencies>
+		<!-- https://mvnrepository.com/artifact/com.opencsv/opencsv -->
+		<dependency>
+			<groupId>com.opencsv</groupId>
+			<artifactId>opencsv</artifactId>
+			<version>5.7.1</version>
+		</dependency>
+
+	</dependencies>
+</project>
\ No newline at end of file

tree-water-demand/src/main/java/de/hft/stuttgart/water/TreeWaterDemand.java

+package de.hft.stuttgart.water;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.time.Duration;
+import java.time.LocalDateTime;
+import java.time.Month;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import com.opencsv.CSVReader;
+import com.opencsv.exceptions.CsvException;
+
+public class TreeWaterDemand {
+
+	/**
+	 * Rs/Rso für Nacht = 0.5
+	 * @param args
+	 * @throws IOException
+	 * @throws CsvException
+	 */
+	public static void main(String[] args) throws IOException, CsvException {
+		List<String[]> csvValues;
+		Path csvPath = Paths.get("Wuerzburg-hour-Meteonorm8.csv");
+		try (CSVReader csvReader = new CSVReader(Files.newBufferedReader(csvPath))) {
+			csvValues = csvReader.readAll();
+		}
+
+		int tempIndex = -1;
+		int irrIndex = -1;
+		int humidityIndex = -1;
+		int windSpeedIndex = -1;
+		String[] header = csvValues.get(1);
+		for (int i = 0; i < header.length; i++) {
+			if (header[i].startsWith("GHI (W/m^2)")) {
+				irrIndex = i;
+			} else if (header[i].startsWith("Dry-bulb (C)")) {
+				tempIndex = i;
+			} else if (header[i].startsWith("RHum (%)")) {
+				humidityIndex = i;
+			} else if (header[i].startsWith("Wspd (m/s)")) {
+				windSpeedIndex = i;
+			}
+		}
+
+		double longitude = 9.933333;
+		// germany = 345
+		double lz = 345;
+		// Würzburg =
+		double lm = 360 - longitude;
+		double height = 177;
+
+		double svf = 1;
+		double advection = 1.6;
+		double tr = 0.9;
+
+		LocalDateTime startOfYear = LocalDateTime.of(2005, 1, 1, 0, 0);
+		
+		LocalDateTime start = LocalDateTime.of(2005, 1, 1, 0, 0);
+		LocalDateTime end = LocalDateTime.of(2006, 1, 1, 0, 0);
+		
+//		LocalDateTime start = LocalDateTime.of(2005, 4, 1, 0, 0);
+//		LocalDateTime end = LocalDateTime.of(2005, 10, 1, 0, 0);
+		
+		List<Double> et0us = new ArrayList<>();
+		List<Double> et0s = new ArrayList<>();
+		List<Double> demands = new ArrayList<>();
+		List<Double> rain = new ArrayList<>();
+		LocalDateTime counter = start;
+		System.out.println("Date,ETIa (L/m²/d),ET0 (L/m²/d)");
+		int startHours = (int) Duration.between(startOfYear, start).toHours();
+		int hours = (int) Duration.between(start, end).toHours();
+		for (int i = startHours; i < startHours + hours; i++) {
+			String[] row = csvValues.get(i + 2);
+			double temp = Double.parseDouble(row[tempIndex]);
+			double humidity = Double.parseDouble(row[humidityIndex]);
+			double incomingRadiation = Double.parseDouble(row[irrIndex]);
+			// convert to MJ/h - 1 W = 0.0036 MJ/h
+			incomingRadiation *= 0.0036;
+			double windSpeed = Double.parseDouble(row[windSpeedIndex]);
+			double saturationVaporPressure = e0(temp);
+			double actualVaporPressure = ea(saturationVaporPressure, humidity);
+			int dayOfYear = counter.getDayOfYear();
+			double hourOfDay = counter.getHour() + 0.5;
+			double et0 = et0(temp, actualVaporPressure, incomingRadiation, height, windSpeed, humidity, dayOfYear,
+					hourOfDay, lz, lm);
+			double et0u = et0u(svf, advection, et0);
+			
+			et0s.add(et0);
+//			System.out.println("et0: " + et0);
+//			System.out.println("etia: " + etia);
+			et0us.add(et0u);
+			counter = counter.plusHours(1);
+		}
+		
+//		System.out.println(rain.stream().collect(Collectors.summarizingDouble(Double::doubleValue)));
+		
+		Double et0Sum = et0s.stream().collect(Collectors.summingDouble(Double::doubleValue));
+		System.out.println("Summe aller ET0: " + et0Sum);
+		
+		
+		Double et0uSum = et0us.stream().collect(Collectors.summingDouble(Double::doubleValue));
+		System.out.println("Summe aller ET0u: " + et0uSum);
+		double et0uFactor = (0.865 * Math.log10(1 / et0uSum) + 3.36);
+		
+		for (double et0u : et0us) {
+			double etia = 0;
+			if (et0u > 0) {
+				etia = etia(tr, et0u, et0uFactor);
+			}
+			demands.add(etia);
+		}
+
+		System.out.println("Summe aller ETIa: " + demands.stream().collect(Collectors.summingDouble(Double::doubleValue)));
+
+//		printHourly(start, et0s, demands);
+		
+//		printDaily(start, et0s, demands);
+
+//		test();
+	}
+
+	private static void printHourly(LocalDateTime start, List<Double> et0s, List<Double> demands) {
+		LocalDateTime date = start;
+		for (int i = 0; i < demands.size(); i++) {
+			System.out.println(date + "," + demands.get(i) + "," + et0s.get(i));
+			date = date.plusHours(1);
+		}
+	}
+
+	private static void printDaily(LocalDateTime start, List<Double> et0s, List<Double> demands) {
+		LocalDateTime date = start;
+		for (int i = 0; i < demands.size(); i = i + 24) {
+			double demandSum = 0;
+			double et0Sum = 0;
+			for (int j = i; j < i + 24; j++) {
+				demandSum += demands.get(j);
+				et0Sum += et0s.get(j);
+			}
+			System.out.println(date + "," + demandSum + "," + et0Sum);
+			date = date.plusHours(24);
+		}
+	}
+
+	private static void test() {
+		double lz = 15;
+		double lm = 16.25;
+		double height = 8;
+
+		double temp = 38;
+		double humidity = 52;
+		double windSpeed = 3.3;
+		double incomingRadiation = 2.45;
+
+		double saturationVaporPressure = e0(temp);
+		double actualVaporPressure = ea(saturationVaporPressure, humidity);
+		int dayOfYear = 274;
+		double hourOfDay = 14 + 0.5;
+		double et0 = et0(temp, actualVaporPressure, incomingRadiation, height, windSpeed, humidity, dayOfYear,
+				hourOfDay, lz, lm);
+		System.out.println(et0);
+	}
+
+	private static double etia(double tr, double et0u, double et0uFactor) {
+//		return 1 * 1.6 * et0u; 
+		return tr * 1.25 * et0u * et0uFactor;
+//		return tr * (1.61 * Math.log10(800) - 3.39) * et0u * (0.865 * Math.log10(1 / et0u) + 3.36);
+	}
+
+	private static double et0u(double svf, double advection, double et0) {
+		return svf * advection * et0;
+	}
+
+	private static double et0(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
+			double windSpeed, double humidity, int dayOfYear, double hourOfDay, double lz, double lm) {
+		double nominalRadiation = rn(temperature, actualVaporPressure, shortWaveRadiation, height, dayOfYear, hourOfDay,
+				lz, lm);
+		double gamma = gamma(height);
+		double saturationVaporPressure = e0(temperature);
+		double delta = delta(temperature, saturationVaporPressure);
+		double g = g(nominalRadiation, shortWaveRadiation > 0);
+		double n = 0.408 * delta * (nominalRadiation - g)
+				+ gamma * (37 / (temperature + 273)) * windSpeed * (saturationVaporPressure - actualVaporPressure);
+		return n / (delta + gamma * (1 + 0.34  * windSpeed));
+	}
+
+	private static double ea(double saturationVaporPressure, double humidity) {
+		return saturationVaporPressure * humidity / 100;
+	}
+
+	private static double e0(double temperature) {
+		return 0.6108 * Math.exp((17.27 * temperature) / (temperature + 237.3));
+	}
+
+	private static double gamma(double height) {
+		double pressure = 101.3 * Math.pow((293 - 0.0065 * height) / 293, 5.26);
+		return 0.665 * 0.001 * pressure;
+	}
+
+	private static double g(double nominalRadiation, boolean daylight) {
+		if (daylight) {
+			return 0.1 * nominalRadiation;
+		} else {
+			return 0.5 * nominalRadiation;
+		}
+	}
+
+	private static double rn(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
+			int dayOfYear, double hourOfDay, double lz, double lm) {
+		// 1 - 0.23: albedo effect of grass
+		return (1 - 0.23) * shortWaveRadiation
+				- rnl(temperature, actualVaporPressure, shortWaveRadiation, height, dayOfYear, hourOfDay, lz, lm);
+	}
+
+	private static double rnl(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
+			int dayOfYear, double hourOfDay, double lz, double lm) {
+		// divide by 24 for hourly
+		double sigma = 4.903E-9 / 24;
+		double rs = shortWaveRadiation;
+		double dr = 1 + 0.033 * Math.cos(2 * Math.PI * dayOfYear / 365d);
+		double b = (2 * Math.PI * (dayOfYear - 81)) / 364;
+		double sc = 0.1645 * Math.sin(2 * b) - 0.1255 * Math.cos(b) - 0.025 * Math.sin(b);
+		double omega = Math.PI / 12 * ((hourOfDay + 0.06667 * (lz - lm) + sc) - 12);
+		double phi = lm * Math.PI / 180;
+		double delta = 0.409 * Math.sin(2 * Math.PI / 365 * dayOfYear - 1.39);
+		double omegas = Math.acos(-Math.tan(phi) * Math.tan(delta));
+		double ra = 0;
+		if (!(omega < -omegas || omega > omegas)) {
+			double omega1 = omega - Math.PI * 1 / 24;
+			double omega2 = omega + Math.PI * 1 / 24;
+			ra = 12 * 60 / Math.PI * 0.0820 * dr * ((omega2 - omega1) * Math.sin(phi) * Math.sin(delta)
+					+ Math.cos(phi) * Math.cos(delta) * (Math.sin(omega2) - Math.sin(omega1)));
+		}
+		double rso = (0.75 + 2 * 10E-5 * height) * ra;
+		double rsRsoQuotient = 0.5;
+		if (rso != 0) {
+			rsRsoQuotient = rs / rso;
+		}
+		if (rsRsoQuotient > 1) {
+			rsRsoQuotient = 1;
+		}
+		return sigma * Math.pow(temperature + 273.16, 4) * (0.34 - 0.14 * Math.sqrt(actualVaporPressure))
+				* (1.35 * rsRsoQuotient - 0.35);
+	}
+
+	private static double delta(double temperatur, double e0) {
+		return (4098 * e0) / Math.pow(temperatur + 237.3, 2);
+	}
+
+}

tree-water-demand/values.csv

+Date,ETIa (L/m²/d),ET0 (L/m²/d)
+2005-01-01T00:00,11.094183793711135,1.6063527876803714
+2005-01-02T00:00,5.740617886913176,0.7339926412967942
+2005-01-03T00:00,7.446046342763219,1.034039167880167
+2005-01-04T00:00,5.461423070254441,0.7548579968425678
+2005-01-05T00:00,4.354308004567621,0.5392060495891764
+2005-01-06T00:00,9.035396721845602,1.262782985817202
+2005-01-07T00:00,5.226019068557849,0.6845365370777807
+2005-01-08T00:00,3.7421912068674663,0.45650109840829367
+2005-01-09T00:00,3.1747619161002687,0.3976158713093819
+2005-01-10T00:00,3.525436151237093,0.43310417965215653
+2005-01-11T00:00,8.721724889446213,1.231838067006151
+2005-01-12T00:00,3.2115628373191094,0.3990116020175468
+2005-01-13T00:00,4.319190796703187,0.5509286872797758
+2005-01-14T00:00,2.9951889630325557,0.3481952873860645
+2005-01-15T00:00,3.307161568500344,0.38915263763849384
+2005-01-16T00:00,3.62234775655494,0.4299157339565242
+2005-01-17T00:00,6.580519619762721,0.892328168074932
+2005-01-18T00:00,8.563891596904938,1.218463168444897
+2005-01-19T00:00,8.647010441266833,1.1930712819080214
+2005-01-20T00:00,2.9478770796243685,0.34538845854635764
+2005-01-21T00:00,5.495423678405567,0.7347801452050483
+2005-01-22T00:00,4.396341444694536,0.5410330274742334
+2005-01-23T00:00,3.9263902687789427,0.5054952152258481
+2005-01-24T00:00,4.888302359289456,0.6586329311394884
+2005-01-25T00:00,4.154973800130713,0.5454199323560002
+2005-01-26T00:00,9.712041541212,1.4594578704516712
+2005-01-27T00:00,4.727158110479986,0.5902824051257192
+2005-01-28T00:00,9.59232933666205,1.400230400124579
+2005-01-29T00:00,6.9087825703079915,0.9104754014090137
+2005-01-30T00:00,4.823334558571047,0.6272539201929576
+2005-01-31T00:00,7.394280569712758,1.0068069567323703
+2005-02-01T00:00,7.049364522962153,0.9364629878591609
+2005-02-02T00:00,7.894996187079501,1.0899162655877386
+2005-02-03T00:00,4.269088513666914,0.5333028488667865
+2005-02-04T00:00,2.960103242127625,0.3443981807419725
+2005-02-05T00:00,9.011188459474997,1.289261556623319
+2005-02-06T00:00,6.482330919399702,0.877843735113097
+2005-02-07T00:00,8.77263746950087,1.3125188760668696
+2005-02-08T00:00,8.362139361136432,1.1647089623716191
+2005-02-09T00:00,4.82253368072694,0.6145839690047459
+2005-02-10T00:00,3.7844500966148167,0.45799543629904055
+2005-02-11T00:00,10.510590823422909,1.5393615804334673
+2005-02-12T00:00,7.858082851714195,1.0616993566916604
+2005-02-13T00:00,13.260086676071023,2.0499956911406305
+2005-02-14T00:00,4.13645454889595,0.5052585104661754
+2005-02-15T00:00,6.191596720828024,0.8376709187434714
+2005-02-16T00:00,10.975364258189053,1.5846442859264016
+2005-02-17T00:00,13.944033295828365,2.1522895261919284
+2005-02-18T00:00,7.991455662051006,1.1337708629512282
+2005-02-19T00:00,7.362995129743997,1.0167854512083696
+2005-02-20T00:00,6.549980167922568,0.8779095487833379
+2005-02-21T00:00,14.144661412658698,2.2383682968565255
+2005-02-22T00:00,14.291089057358452,2.256315209457054
+2005-02-23T00:00,9.25932272007608,1.4253511164607486
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