https://code.earthengine.google.com/139432f76ae3f6a81b1459762325ef7f
UCASleon
// 指定开始和结束日期
var startDate = ee.Date('2018-01-01');
var endDate = ee.Date('2019-01-01');// get the dataset between date range and extract band on interest
var dataset = ee.ImageCollection('NASA/NEX-GDDP').filter(ee.Filter.date(startDate,endDate));// 获取投影和波段信息
var firstImage = dataset.first();
var bandNames = firstImage.bandNames();
var proj = firstImage.projection();var point = ee.Geometry.Point([-71.689166667, -13.921388889]) //[经度 , 纬度]// calculate number of days to map and extract data for
var n = endDate.difference(startDate,'day').subtract(1);// 对每个日期进行映射并提取所有气候模型(包括2种rcp情景）值
var timeseries = ee.FeatureCollection(ee.List.sequence(0,n).map(function(i){var t1 = startDate.advance(i,'day');var t2 = t1.advance(1,'day');var dailyColl = dataset.filterDate(t1, t2);var dailyImg = dailyColl.toBands();// rename bands to handle different names by datevar bands = dailyImg.bandNames();var renamed = bands.map(function(b){var split = ee.String(b).split('_');return split.slice(0,2).cat(split.slice(-1)).join('_');});// 提取当天的数据并添加时间信息var dict = dailyImg.rename(renamed).reduceRegion({reducer: ee.Reducer.mean(),geometry: point,scale: proj.nominalScale()}).combine(ee.Dictionary({'system:time_start':t1.millis(),'isodate':t1.format('YYYY-MM-dd')}));return ee.Feature(point,dict);})
);
print(timeseries);// 绘制属性图(所有GCM模型)
var props = timeseries.first().propertyNames().removeAll(['system:time_start','system:index','isodate']);// 把结果制成图表
var chart = ui.Chart.feature.byFeature(timeseries, 'system:time_start', props.getInfo());
print(chart);Map.addLayer(point);
Map.centerObject(point,6);// export feature collection to CSV
Export.table.toDrive({collection: timeseries,description: 'NEX-GDDP-timeseries',fileFormat: 'CSV',
});第二种方法：非常占用电脑内存！
//Dataset
var dataset = ee.ImageCollection('NASA/NEX-GDDP').filter(ee.Filter.date('2018-01-01', '2018-01-03')).filterMetadata('scenario','equals','rcp45').filterMetadata('model','equals','MPI-ESM-LR');//Points of interest
//var Acomayo = ee.Geometry.Point([-71.689166667, -13.921388889]);
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ee.Feature(P993), ee.Feature(P994)
]));//Export to table .CSV
// Empty Collection to fill
var ft = ee.FeatureCollection(ee.List([]));//Without removal of null values ----------------------------------
//Function to extract values from image collection based on point file and export as a table
var fill = function(img, ini) {
// type cast
var inift = ee.FeatureCollection(ini);// gets the values for the points in the current img
var ft2 = img.reduceRegions(pts, ee.Reducer.first(),30);// gets the date of the img
var date = img.date().format("yyyy/MM/dd");
var scenario = img.get("scenario");
var model = img.get("model");// writes the date in each feature
var ft3 = ft2.map(function(f){return f.set("date", date, "scenario", scenario, "model", model)});
// merges the FeatureCollections
return inift.merge(ft3);
};// Iterates over the ImageCollection
var newft = ee.FeatureCollection(dataset.iterate(fill, ft));
print(newft);// ExportExport.table.toDrive({collection: newft,description: 'MPI-ESM-LR',folder: 'Downscalling_Diario',fileFormat: 'csv'
});结果：
