无法使用Python从Google Earth Engine脚本获取结果

时间:2018-04-24 14:54:03

标签: python python-3.x scripting google-earth-engine

我正在尝试复制此python脚本以计算功能集合(Get results in an Earth Engine python script)的NDVI均值。好像代码计算结果,但看不到结果。 这是代码:

import datetime
import ee
ee.Initialize()

#Feature collection
fc = ee.FeatureCollection("ft:1x290vohty0Wgdn5jL3RlpzryK7dfOPtG6yY213e0");
fc_filtered = fc.filter(ee.Filter.equals('NUM_DECS', 1))
#Image collection
Sentinel_collection = (ee.ImageCollection('COPERNICUS/S2')
    .filterBounds(fc_filtered)
    .filterDate(ee.Date('2017-01-01'),ee.Date('2017-08-01')))

def GetSeries(feature):
  def NDVIcalc(img):
    red = img.select('B4')
    nir = img.select('B8')
    ndvi = nir.subtract(red).divide(nir.add(red)).rename(['NDVI'])
    return (feature
            .set(ndvi.reduceRegion(ee.Reducer.mean(), feature.geometry(), 10))
            .set('date', img.date().format("YYYYMMdd")))

  series = Sentinel_collection.map(NDVIcalc)
  list = series.reduceColumns(ee.Reducer.toList(2), ['date', 'NDVI']).get('list')
  return feature.set(ee.Dictionary(ee.List(list).flatten()))


result = fc_filtered.map(GetSeries)
print(result.getInfo())

给我这个结果:

{'columns': {}, 'type': 'FeatureCollection', 'features': [], 'properties': {'name': 'kmltest', 'DocID': '1x290vohty0Wgdn5jL3RlpzryK7dfOPtG6yY213e0'}}

所以它看起来不像是出现了什么?

我还没试过下面包含以下内容:

# Get all possible dates.
dates = ee.List(Sentinel_collection.map(function(img) {
      return ee.Feature(null, {'date': img.date().format("YYYYMMdd") })
}).aggregate_array('date'))

# Make a default value for every date.
header = ee.Feature(null, ee.Dictionary(dates, ee.List.repeat(-1, dates.size())))
output = header.merge(result)
ee.batch.Export.table.toDrive(...)

对于做错什么的任何建议?希望将结果放在要素集中或导出为列表。

1 个答案:

答案 0 :(得分:0)

据我所知,您必须将结果导出到CSV驱动器表。所以在这一行之后:

  public static string HighlightKeywords(this string input, string keywords)
{
  if (input == String.Empty || keywords == String.Empty)
  {
    return input;
  }

  string[] words = keywords.Split(new[] { ' ' }, StringSplitOptions.RemoveEmptyEntries).Select(x => x.ToLower()).ToArray();
  string[] originalWords = input.Split(new[] { ' ' }, StringSplitOptions.RemoveEmptyEntries);
  input = string.Empty;

  foreach (var word in originalWords.Select((value, i) => new { i, value }))
  {
    input += words.Contains(word.value.ToLower()) ? string.Format("<span class=\"highlight\">{0}</span>", word.value) : word.value;
    if (originalWords.Length - 1 != word.i) input += " ";
  }
  return input;
}

你必须写下这个:

result = fc_filtered.map(GetSeries)

如果您想知道导出是否已完成,请使用以下方法进行检查:

task=ee.batch.Export.table.toDrive(collection=result,description='Name_csv_file', fileFormat='CSV')
task.start()