package com.moral.api.service.impl; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; import java.text.DecimalFormat; import java.util.ArrayList; import java.util.Collections; import java.util.HashMap; import java.util.List; import java.util.Map; import java.util.Objects; import java.util.Set; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONObject; import com.baomidou.mybatisplus.core.toolkit.ObjectUtils; import com.moral.api.entity.HistorySecondUav; import com.moral.api.mapper.HistorySecondUavMapper; import com.moral.api.pojo.dto.uav.UAVGetBD; import com.moral.api.pojo.dto.uav.UAVGteForDTO; import com.moral.api.pojo.dto.uav.UAVResultDTO; import com.moral.api.service.UAVService; import com.moral.util.DateUtils; @Service public class UAVServiceImpl implements UAVService { @Autowired private HistorySecondUavMapper historySecondUavMapper; @Override public List getUav(Map params) { String uvasize = params.get("uvasize").toString(); int size = Integer.parseInt(uvasize); //纬度 ArrayList flyLatList = new ArrayList<>(); //经度 ArrayList flyLonList = new ArrayList<>(); List historySecondUavs = historySecondUavMapper.reList(params); if (ObjectUtils.isEmpty(historySecondUavs)){ return null; } ArrayList rsBDList = new ArrayList<>(); for (HistorySecondUav historySecondUav : historySecondUavs) { UAVGetBD uavGetBD = new UAVGetBD(); String value = historySecondUav.getValue(); JSONObject jsonObject = JSONObject.parseObject(value); String flylon = jsonObject.get("flylon").toString(); String flylat = jsonObject.get("flylat").toString(); //WGS84 转 百度坐标 double[] doubles = transformWGS84ToBD09(Double.parseDouble(flylon), Double.parseDouble(flylat)); uavGetBD.setFlyLon(doubles[0]); uavGetBD.setFlyLat(doubles[1]); uavGetBD.setTime(DateUtils.dateToDateString(historySecondUav.getTime())); uavGetBD.setValue(value); rsBDList.add(uavGetBD); // flyLatList.add(Double.parseDouble(flylat)); // flyLonList.add(Double.parseDouble(flylon)); flyLatList.add(doubles[1]); flyLonList.add(doubles[0]); } //获取最大最小的经纬度 Double maxLat = Collections.max(flyLatList); Double maxLon = Collections.max(flyLonList); Double minLat = Collections.min(flyLatList); Double minLon = Collections.min(flyLonList); //大四边形右下 // String leftTop = minLat +";"+ maxLon; //右上 // String rightTop = maxLat +";"+ maxLon; //左下 // String leftBottom = minLat +";" + minLon; //左上 // String rightBottom = maxLat +";" + minLon; //计算纬度的距离 double distance1 = getDistance(maxLon, minLat, maxLon, maxLat); //计算经度的距离 double distance2 = getDistance(maxLon, minLat, minLon, minLat); ArrayList list = new ArrayList<>(); //小四边形 // String [] lefts =new String[]{maxLon.toString(),minLat.toString()}; //右上2 String[] youshang = calLocationByDistanceAndLocationAndDirection(90, minLon, maxLat, size); //右下2 String[] youxia = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(youshang[0]), Double.parseDouble(youshang[1]), size); //左下2 String[] zuoxia = calLocationByDistanceAndLocationAndDirection(180, minLon, maxLat, size); for (int i = 0; i > rsMap = new HashMap<>(); List stringList = new ArrayList<>(); for (UAVGteForDTO uavGteForDTO : list) { ArrayList list1 = new ArrayList<>(); ArrayList doubleArrayList = new ArrayList<>(); doubleArrayList.add(uavGteForDTO.getLeftTop()); doubleArrayList.add(uavGteForDTO.getLeftBottom()); doubleArrayList.add(uavGteForDTO.getRightTop()); doubleArrayList.add(uavGteForDTO.getRightBottom()); String[] leftTops = uavGteForDTO.getLeftTop(); String[] rightBottoms = uavGteForDTO.getRightBottom(); Double x1 = Double.parseDouble(leftTops[0]); Double x2 = Double.parseDouble(rightBottoms[0]); Double y1 = Double.parseDouble(leftTops[1]); Double y2 = Double.parseDouble(rightBottoms[1]); //获取区域对象 // for (int i = 0; i < historySecondUavs.size(); i++) { // HistorySecondUav historySecondUav = historySecondUavs.get(i); // String value = historySecondUav.getValue(); // Map map1 = JSON.parseObject(value, Map.class); // String flylat = map1.get("flylat").toString(); // String flylon = map1.get("flylon").toString(); // //判断点是否在区域内 // boolean flag = isInPolygon(flylon,flylat,x1,x2,y1,y2); // if (flag){ // String time = DateUtils.dateToDateString(historySecondUav.getTime()); // //historySecondUavs.remove(i); // if(!stringList.contains(time)){ // list1.add(historySecondUav.getValue()); // stringList.add(time); // } // } // } for (UAVGetBD uavGetBD : rsBDList) { boolean flag = isInPolygon(uavGetBD.getFlyLon().toString(),uavGetBD.getFlyLat().toString(),x1,x2,y1,y2); if (flag){ String time = uavGetBD.getTime(); //historySecondUavs.remove(i); if(!stringList.contains(time)){ list1.add(uavGetBD.getValue()); stringList.add(time); } } } //获取中心点坐标 String result = getResult(doubleArrayList); rsMap.put(result,list1); } //计算区域类所有因子的平均数 ArrayList uavResultDTOS = new ArrayList<>(); Set strings = rsMap.keySet(); for (String string : strings) { UAVResultDTO dto = new UAVResultDTO(); List list1 = rsMap.get(string); if (ObjectUtils.isEmpty(list1)){ continue; } ArrayList TVOCArrayList = new ArrayList<>(); ArrayList PM10ArrayList = new ArrayList<>(); ArrayList PM25ArrayList = new ArrayList<>(); ArrayList SOArrayList = new ArrayList<>(); ArrayList NOArrayList = new ArrayList<>(); ArrayList QYArrayList = new ArrayList<>(); ArrayList COArrayList = new ArrayList<>(); ArrayList WDArrayList = new ArrayList<>(); ArrayList SHArrayList = new ArrayList<>(); ArrayList O3ArrayList = new ArrayList<>(); for (String s : list1) { JSONObject jsonObject = JSON.parseObject(s); //tvoc Object a99054 = jsonObject.get("a99054"); if (!Objects.isNull(a99054)){ TVOCArrayList.add(Double.parseDouble(a99054.toString())); } //pm2.5 Object a34004 = jsonObject.get("a34004"); if (!Objects.isNull(a34004)){ PM25ArrayList.add(Double.parseDouble(a34004.toString())); } //二氧化硫 Object a21026 = jsonObject.get("a21026"); if (!Objects.isNull(a21026)){ SOArrayList.add(Double.parseDouble(a21026.toString())); } //二氧化氮 Object a21004 = jsonObject.get("a21004"); if (!Objects.isNull(a21004)){ NOArrayList.add(Double.parseDouble(a21004.toString())); } //气压 Object a01006 = jsonObject.get("a01006"); if (!Objects.isNull(a01006)){ QYArrayList.add(Double.parseDouble(a01006.toString())); } //pm10 Object a34002 = jsonObject.get("a34002"); if (!Objects.isNull(a34002)){ PM10ArrayList.add(Double.parseDouble(a34002.toString())); } //co Object a21005 = jsonObject.get("a21005"); if (!Objects.isNull(a21005)){ COArrayList.add(Double.parseDouble(a21005.toString())); } //湿度 Object a01002 = jsonObject.get("a01002"); if (!Objects.isNull(a01002)){ QYArrayList.add(Double.parseDouble(a01002.toString())); } //温度 Object a01001 = jsonObject.get("a01001"); if (!Objects.isNull(a01001)){ QYArrayList.add(Double.parseDouble(a01001.toString())); } //臭氧 Object a05024 = jsonObject.get("a05024"); if (!Objects.isNull(a05024)){ O3ArrayList.add(Double.parseDouble(a05024.toString())); } } double WDDouble =0.0; double SHDouble =0.0; double QYDouble =0.0; double CODouble =0.0; double TVODouble =0.0; double PM10Double =0.0; double PM25Double =0.0; double SODouble =0.0; double NODouble =0.0; double O3Double =0.0; if (COArrayList.size()>0){ CODouble = COArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (TVOCArrayList.size()>0){ TVODouble = TVOCArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (PM10ArrayList.size()>0){ PM10Double = PM10ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (PM25ArrayList.size()>0){ PM25Double = PM25ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (SOArrayList.size()>0){ SODouble = SOArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (NOArrayList.size()>0){ NODouble = NOArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (WDArrayList.size()>0){ WDDouble = WDArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (SHArrayList.size()>0){ SHDouble = SHArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (QYArrayList.size()>0){ QYDouble = QYArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } if (O3ArrayList.size()>0){ O3Double = O3ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble(); } dto.setA21005(CODouble); dto.setA21004(NODouble); dto.setA05024(O3Double); dto.setA99054(TVODouble); dto.setA34002(PM10Double); dto.setA34004(PM25Double); dto.setA21026(SODouble); dto.setA01001(WDDouble); dto.setA01002(SHDouble); dto.setA01006(QYDouble); String[] s = string.split("_"); dto.setFlyLat(Double.parseDouble(s[1])); dto.setFlyLon(Double.parseDouble(s[0])); uavResultDTOS.add(dto); } return uavResultDTOS; } private static final double EARTH_RADIUS = 6378137; private static final double R = 6371e3; /** 180° **/ private static final DecimalFormat df = new DecimalFormat("0.00000000"); /** * 根据一点的坐标与距离,以及方向,计算另外一点的位置 * @param angle 角度,从正北顺时针方向开始计算 * @param startLong 起始点经度 * @param startLat 起始点纬度 * @param distance 距离,单位m * @return */ public static String[] calLocationByDistanceAndLocationAndDirection(double angle, double startLong,double startLat, double distance){ String[] result = new String[2]; //将距离转换成经度的计算公式 double δ = distance/R; // 转换为radian,否则结果会不正确 angle = Math.toRadians(angle); startLong = Math.toRadians(startLong); startLat = Math.toRadians(startLat); double lat = Math.asin(Math.sin(startLat)*Math.cos(δ)+Math.cos(startLat)*Math.sin(δ)*Math.cos(angle)); double lon = startLong + Math.atan2(Math.sin(angle)*Math.sin(δ)*Math.cos(startLat),Math.cos(δ)-Math.sin(startLat)*Math.sin(lat)); // 转为正常的10进制经纬度 lon = Math.toDegrees(lon); lat = Math.toDegrees(lat); result[0] = df.format(lon); result[1] = df.format(lat); return result; } /** * 根据经纬度,计算两点间的距离 * * @param longitude1 第一个点的经度 * @param latitude1 第一个点的纬度 * @param longitude2 第二个点的经度 * @param latitude2 第二个点的纬度 * @return 返回距离 单位米 */ public static double getDistance(double longitude1, double latitude1, double longitude2, double latitude2) { // 纬度 double lat1 = Math.toRadians(latitude1); double lat2 = Math.toRadians(latitude2); // 经度 double lng1 = Math.toRadians(longitude1); double lng2 = Math.toRadians(longitude2); // 纬度之差 double a = lat1 - lat2; // 经度之差 double b = lng1 - lng2; // 计算两点距离的公式 double s = 2 * Math.asin(Math.sqrt(Math.pow(Math.sin(a / 2), 2) + Math.cos(lat1) * Math.cos(lat2) * Math.pow(Math.sin(b / 2), 2))); // 弧长乘地球半径, 返回单位: 米 s = s * EARTH_RADIUS; return s; } //获取中心点 public static String getResult(ArrayList doubleArrayList){ int total = doubleArrayList.size(); double X = 0, Y = 0, Z = 0; for (int i = 0; i < total; i++) { double lat, lon, x, y, z; String[] strings = doubleArrayList.get(i); lon = Double.parseDouble(strings[0]) * Math.PI / 180; lat = Double.parseDouble(strings[1]) * Math.PI / 180; x = Math.cos(lat) * Math.cos(lon); y = Math.cos(lat) * Math.sin(lon); z = Math.sin(lat); X += x; Y += y; Z += z; } X = X / total; Y = Y / total; Z = Z / total; double Lon = Math.atan2(Y, X); double Hyp = Math.sqrt(X * X + Y * Y); double Lat = Math.atan2(Z, Hyp); DecimalFormat decimalFormat = new DecimalFormat("#.00000000"); double rsLon = Lon * 180 / Math.PI; double rsLat = Lat * 180 / Math.PI; // double[] doubles = transformWGS84ToGCJ02(rsLon, rsLat); // String s = transformGCJ02ToBD09(doubles[0], doubles[1]); return decimalFormat.format(rsLon)+"_"+decimalFormat.format(rsLat); // return rsLon+"_"+rsLat; // return s; } /** * 求点是否在这个区域类 * @param X * @param Y * @param x1 * @param x2 * @param y1 * @param y2 * @return */ public boolean isInPolygon(String X,String Y,double x1,double x2,double y1,double y2){ boolean result = false; double x =Double.parseDouble(X); double y =Double.parseDouble(Y); if(x >= Math.min(x1, x2) && x <= Math.max(x1, x2) ){ if(y >= Math.min(y1, y2) && y <= Math.max(y1, y2)){ result = true; } } return result; } private static final double x_PI = 3.14159265358979324 * 3000.0 / 180.0; private static final double PI = 3.1415926535897932384626; private static final double a = 6378245.0; private static final double ee = 0.00669342162296594323; /** * WGS84 坐标 转 GCJ02 * * @param lng 经度 * @param lat 纬度 * @return GCJ02 坐标:[经度,纬度] */ public static double[] transformWGS84ToGCJ02(double lng, double lat) { if (outOfChina(lng, lat)) { return new double[]{lng, lat}; } else { double dLat = transformLat(lng - 105.0, lat - 35.0); double dLng = transformLng(lng - 105.0, lat - 35.0); double redLat = lat / 180.0 * PI; double magic = Math.sin(redLat); magic = 1 - ee * magic * magic; double sqrtMagic = Math.sqrt(magic); dLat = (dLat * 180.0) / ((a * (1 - ee)) / (magic * sqrtMagic) * PI); dLng = (dLng * 180.0) / (a / sqrtMagic * Math.cos(redLat) * PI); double mgLat = lat + dLat; double mgLng = lng + dLng; return new double[]{mgLng, mgLat}; } } private static double transformLat(double lng, double lat) { double ret = -100.0 + 2.0 * lng + 3.0 * lat + 0.2 * lat * lat + 0.1 * lng * lat + 0.2 * Math.sqrt(Math.abs(lng)); ret += (20.0 * Math.sin(6.0 * lng * PI) + 20.0 * Math.sin(2.0 * lng * PI)) * 2.0 / 3.0; ret += (20.0 * Math.sin(lat * PI) + 40.0 * Math.sin(lat / 3.0 * PI)) * 2.0 / 3.0; ret += (160.0 * Math.sin(lat / 12.0 * PI) + 320 * Math.sin(lat * PI / 30.0)) * 2.0 / 3.0; return ret; } private static double transformLng(double lng, double lat) { double ret = 300.0 + lng + 2.0 * lat + 0.1 * lng * lng + 0.1 * lng * lat + 0.1 * Math.sqrt(Math.abs(lng)); ret += (20.0 * Math.sin(6.0 * lng * PI) + 20.0 * Math.sin(2.0 * lng * PI)) * 2.0 / 3.0; ret += (20.0 * Math.sin(lng * PI) + 40.0 * Math.sin(lng / 3.0 * PI)) * 2.0 / 3.0; ret += (150.0 * Math.sin(lng / 12.0 * PI) + 300.0 * Math.sin(lng / 30.0 * PI)) * 2.0 / 3.0; return ret; } /** * 判断坐标是否不在国内 * * @param lng 经度 * @param lat 纬度 * @return 坐标是否在国内 */ public static boolean outOfChina(double lng, double lat) { return (lng < 72.004 || lng > 137.8347) || (lat < 0.8293 || lat > 55.8271); } /** * GCJ02 转百度坐标 * * @param lng GCJ02 经度 * @param lat GCJ02 纬度 * @return 百度坐标:[经度,纬度] */ public static double[] transformGCJ02ToBD09(double lng, double lat) { double z = Math.sqrt(lng * lng + lat * lat) + 0.00002 * Math.sin(lat * x_PI); double theta = Math.atan2(lat, lng) + 0.000003 * Math.cos(lng * x_PI); double bd_lng = z * Math.cos(theta) + 0.0065; double bd_lat = z * Math.sin(theta) + 0.006; return new double[]{bd_lng, bd_lat}; } /** * WGS84 转 百度坐标BD09 * * @param lng 经度 * @param lat 纬度 * @return BD09 坐标:[经度,纬度] */ public static double[] transformWGS84ToBD09(double lng, double lat) { double[] lngLat = transformWGS84ToGCJ02(lng, lat); return transformGCJ02ToBD09(lngLat[0], lngLat[1]); } }