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社区首页 >专栏 >Geotools中实现NC转等值面

Geotools中实现NC转等值面

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lzugis
发布2018-10-23 11:28:13
1.7K0
发布2018-10-23 11:28:13
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概述:

前面的文章有实现IDW插值并生成等值面的,本文在前文基础上实现气象NC数据生成等值面。

效果:

Arcgis预览图

实现后

3、代码

代码语言:javascript
复制
package com.lzugis.netcdf;

import com.lzugis.CommonMethod;
import com.lzugis.geotools.EquiSurface;
import ucar.nc2.NetcdfFile;
import ucar.nc2.Variable;
import ucar.nc2.dataset.NetcdfDataset;
import wContour.Contour;
import wContour.Global.Border;
import wContour.Global.PolyLine;
import wContour.Global.Polygon;

import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

public class Nc2EquiSurface {
    private static String rootPath = System.getProperty("user.dir");
    private EquiSurface equ = new EquiSurface();

    public Map getNcData(String ncpath) {
        Map map = new HashMap();
        NetcdfFile ncfile = null;
        try {
            ncfile = NetcdfDataset.open(ncpath);
            Variable varLon = ncfile.findVariable("lon");
            Variable varLat = ncfile.findVariable("lat");
            Variable varPre = ncfile.findVariable("TEM");
            float[] lon = (float[]) varLon.read().copyToNDJavaArray();
            float[] lat = (float[]) varLat.read().copyToNDJavaArray();
            float[][] pre = (float[][]) varPre.read().copyToNDJavaArray();
            double[] dLon = new double[lon.length], dLat = new double[lon.length];
            double[][] dPre = new double[pre.length][pre[0].length];
            for (int i = 0, len = lon.length; i < len; i++) {
                dLon[i] = Double.parseDouble(String.valueOf(lon[i]));
            }
            for (int i = 0, len = lat.length; i < len; i++) {
                dLat[i] = Double.parseDouble(String.valueOf(lat[i]));
            }
            for (int i = 0, len = pre.length; i < len; i++) {
                float[] _pre = pre[i];
                for (int j = 0, jlen = _pre.length; j < jlen; j++) {
                    dPre[i][j] = Double.parseDouble(String.valueOf(_pre[j]));
                }
            }

            map.put("lon", dLon);
            map.put("lat", dLat);
            map.put("tem", dPre);
        } catch (IOException e1) {
            e1.printStackTrace();
        }
        return map;
    }

    public String nc2EquiSurface(Map ncData, double[] dataInterval) {
        String geojsonpogylon = "";

        List<PolyLine> cPolylineList = new ArrayList<PolyLine>();
        List<Polygon> cPolygonList = new ArrayList<Polygon>();

        double[][] _gridData = (double[][]) ncData.get("tem");
        int[][] S1 = new int[_gridData.length][_gridData[0].length];
        double[] _X = (double[]) ncData.get("lon"), _Y = (double[]) ncData.get("lat");
        double _undefData = -9999.0;
        List<Border> _borders = Contour.tracingBorders(_gridData, _X, _Y,
                S1, _undefData);
        int nc = dataInterval.length;
        cPolylineList = Contour.tracingContourLines(_gridData, _X, _Y, nc,
                dataInterval, _undefData, _borders, S1);// 生成等值线

        cPolylineList = Contour.smoothLines(cPolylineList);// 平滑
        cPolygonList = Contour.tracingPolygons(_gridData, cPolylineList,
                _borders, dataInterval);

        geojsonpogylon = equ.getPolygonGeoJson(cPolygonList);

        return geojsonpogylon;
    }

    public static void main(String[] args) {
        Nc2EquiSurface nc2equ = new Nc2EquiSurface();
        CommonMethod cm = new CommonMethod();

        long start = System.currentTimeMillis();
        String ncpath = rootPath + "/data/nc/gdfs1.nc";

        //获取NC的数据
        Map map = nc2equ.getNcData(ncpath);

        //根据NC生成等值面
        double[] dataInterval = new double[]{0, 5, 10, 15, 20, 25, 30, 35, 40, 45};
        String strGeojson = nc2equ.nc2EquiSurface(map, dataInterval);

        String strFile = rootPath + "/out/china_pre.json";
        cm.append2File(strFile, strGeojson);

        System.out.println("Total cost:" + (System.currentTimeMillis() - start));
    }
}
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