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Google Earth Engine (GEE) 是由谷歌公司开发的众多应用之一。借助谷歌公司超强的服务器运算能力以及与NASA的合作关系,GEE平台将Landsat/Sentinel等可以公开获取的遥感图像数据存储在谷歌的磁盘阵列中,使得GEE用户可以方便的提取、调用和分析海量的遥感大数据资源。
本文基于GEE平台,实现对Sentinel-2数据进行批量读取并以交互模式依次显示,示例地点为九寨沟景区附近。代码如下:
(JS)
- var S2 = ee.ImageCollection("COPERNICUS/S2");
- var roi = China.filterBounds(point).geometry();
- //var l8 = ee.ImageCollection("LANDSAT/LC08/C01/T1_RT_TOA");
-
- var rawCol = S2.filterDate("2017-1-1", "2019-12-31")
- .filterBounds(roi);
- //method 3
- var rawLayer = null;
- var computedIds = rawCol.reduceColumns(ee.Reducer.toList(), ['system:index'])
- .get('list');
- computedIds.evaluate(function(ids) {
- print("computedIds ", ids);
- var total = ids.length;
- var showTitle = ui.Label("", {fontWeight: 'bold'});
- var curIndex = 0;
- var bPlus = ui.Button("+", function() {
- curIndex += 1;
- if (curIndex >= total) {
- curIndex = 0;
- }
- showTitle.setValue(ids[curIndex]);
- showSelectRawImage(ids[curIndex]);
- });
- var bReduce = ui.Button("-", function() {
- curIndex -= 1;
- if (curIndex < 0) {
- curIndex = total - 1;
- }
- showTitle.setValue(ids[curIndex]);
- showSelectRawImage(ids[curIndex]);
- });
- showTitle.setValue(ids[curIndex]);
- showSelectRawImage(ids[curIndex]);
- var main = ui.Panel({
- widgets: [
- ui.Label('click "+" or "-" to move time window', {fontWeight: 'bold'}),
- bPlus, bReduce,
- ui.Label("select date: ", {fontWeight: 'bold'}),
- showTitle
- ],
- style: {width: '200px', padding: '8px'}
- });
- ui.root.insert(0, main);
-
- });
-
- function showSelectRawImage(key) {
- if (rawLayer !== null) {
- Map.remove(rawLayer);
- }
- print("show raw image id is: " + key);
- var image = ee.Image(rawCol.filter(ee.Filter.eq("system:index", key)).first().divide(10000));
- rawLayer = Map.addLayer(image, {bands:["B4", "B3", "B2"], min:0, max:0.3}, key);
- }
-
-
- Map.centerObject(roi);
注:①使用前,需要import我国的行政区划文件,其次需要选取例如湖南省长沙市境内的一点(point),最后import导入S2图 像。
②关于我国行政区划文件,分享百度网盘:链接:https://pan.baidu.com/s/1vrT5AmRTX8KmMMbpGtTAcg
提取码:o5vt
③使用左侧交互界面的“+”,“-”进行图像切换,图像名显示于控制台
效果:
参考文章:https://www.zhihu.com/people/li-shi-wei-36/posts?page=4
感谢知乎用户:无形的风对于GEE使用的教程!
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