从NetCDF 4.5 Grib2Record中提取天气预报数据

时间:2015-01-07 16:12:21

标签: java hadoop netcdf grib

更新:更改了此问题,以更好地反映我目前的理解。

我有一个NetCDF版本4.5 Grib2Record对象。给定(x,y)网格点和变量名称,我想通过预测时间从对象中提取该变量的所有预测数据(如果记录包含该变量的预测)。由于写入磁盘索引文件的默认行为,我 想要使用更高级别的NetCDFFile接口。

我已经尝试过查看较低级别的代码(Grib2Rectilyser,Grib2Customizer等)但是代码太密集了,我正在寻找帮助,从哪里开始。

我很感激任何关于如何获取Grib2Record的指针和1.检查其中是否包含特定的预测变量,以及2.如果是,则根据给定xy的预测有效时间提取预测数据网格点和z级。

1 个答案:

答案 0 :(得分:4)

我使用grib2文件进行风预测,这就是我如何获取记录以及如何处理它以获得风(V U组件)

Grib2Input input = new Grib2Input(getRandomAccessFile());
if (!input.scan(false, false)) {
    logger.error("Failed to successfully scan grib file");
    return;
}
Grib2Data data = new Grib2Data(getRandomAccessFile());

List<Grib2Record> records = input.getRecords();

for (Grib2Record record : records) {    
    Grib2IndicatorSection is = record.getIs();
    Grib2IdentificationSection id = record.getId();
    Grib2Pds pdsv = record.getPDS().getPdsVars();
    Grib2GDSVariables gdsv = record.getGDS().getGdsVars();

    long time = id.getRefTime() + (record.getPDS().getForecastTime() * 3600000);

    logger.debug("Record description at " + pdsv.getReferenceDate() + " forecast "
    + new Date(time)    + ": " + ParameterTable.getParameterName(is.getDiscipline(), pdsv.getParameterCategory(), pdsv.getParameterNumber()));

    float[] values = data.getData(record.getGdsOffset(), record.getPdsOffset(), 0);

     if ((is.getDiscipline() == 0) && (pdsv.getParameterCategory() == 2) && (pdsv.getParameterNumber() == 2)) {
        // U-component_of_wind
        int c = 0;
        for (double lat = gdsv.getLa1(); lat >= gdsv.getLa2(); lat = lat - gdsv.getDy()) {
            for (double lon = gdsv.getLo1(); lon <= gdsv.getLo2(); lon = lon + gdsv.getDx()) {
                logger.debug(lat + "\t" + lon + "\t" +
                values[c]);
                c++;
            }
        }
    } else if ((is.getDiscipline() == 0) && (pdsv.getParameterCategory() == 2) && (pdsv.getParameterNumber() == 3)) {
        // V-component_of_wind
        int c = 0;
        for (double lat = gdsv.getLa1(); lat >= gdsv.getLa2(); lat = lat - gdsv.getDy()) {
            for (double lon = gdsv.getLo1(); lon <= gdsv.getLo2(); lon = lon + gdsv.getDx()) {
                logger.debug(lat + "\t" + lon + "\t" +
                values[c]);
                c++;
            }
        }
    }
}

private RandomAccessFile getRandomAccessFile() {
    RandomAccessFile raf = null;
    try {
        raf = new RandomAccessFile(path, "r");
        raf.order(RandomAccessFile.BIG_ENDIAN);
    } catch (IOException e) {
        logger.error("Error opening file " + path, e);
    }
    return raf;
}