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地球卫星视图(欧盟哥白尼哨兵星座)

该网站提供几乎整个地球的卫星视图,可按位置和日期连续访问,从而可以轻松跟踪任何演变。

哥白尼哨兵星座是由欧洲航天局 (ESA) 和欧盟设计和运营的一组专用地球观测卫星。它们是哥白尼计划的“空间组成部分”,哥白尼计划是世界上最雄心勃勃的民用地球观测计划,提供免费开放的数据,以帮助监测环境、了解地球运行状况。 气候变化并确保公民安全。

之所以使用“星座”一词,是因为大多数哨兵卫星任务都由两颗相同的卫星组成,它们在同一轨道上运行,但彼此相距180°。这种设置确保地球的每个部分都能被频繁扫描(高“重访周期”),这对于追踪洪水或作物生长等快速变化的事件至关重要。

这里提供的数据来自 Sentinel-2(光学成像),它可以捕捉地球表面的高分辨率“彩色”图像(多光谱),非常适合农业(监测作物健康状况)、林业、土地利用测绘以及管理野火等自然灾害。

如果目标是找到最小的细节,那么分辨率可能不是最令人印象深刻的,但它与其他工具非常互补,是分析大范围区域随时间变化的强大研究资源。

根据地区和日期,可能会有多个图层可用,从真实颜色到 SWIR、NDVI、NDWI 等,可与云滤镜一起使用以获得最佳效果。

学科: 遥感、环境科学、农业、气候研究、灾害管理、林业。
Planet Explorer、USGS EarthExplorer 是 Google Earth Engine 的免费替代方案。
Earth Satellite Views (EU Copernicus Sentinel constellations) compared with Google Earth Engine, Planet Explorer and USGS EarthExplorer
地球卫星视图(欧盟哥白尼哨兵星座)Google Earth Engine行星探索者USGS EarthExplorer
Data and resolution: Copernicus Browser offers Sentinel-1, Sentinel-2 (L1C and L2A), Sentinel-3, Sentinel-5P and two DEMs. Sentinel-2 has 13 bands, four at 10 m, six at 20 m and three at 60 m, with a combined revisit of 5 days for the 2A and 2B pair.Data and resolution: A cloud platform for analysis of large public geospatial catalogues and your own data. Resolution depends on the dataset chosen.Data and resolution: PlanetScope at about 3 m with near daily coverage, and SkySat at about 1 m. Finer resolution than Sentinel-2, but from a commercial source.Data and resolution: Datasets include Landsat, MODIS, radar, DEMs, LiDAR, aerial and commercial imagery, and Sentinel-2 is also available.
分析工具: Custom band composites, indices such as NDVI (bands B4 and B8) and NDWI, custom JavaScript visualization scripts, a cloud filter (30 percent by default) and time-lapse export to GIF or MP4. Services can be exposed as WMS, WMTS, WFS or WCS.分析工具: Programmatic processing over the whole catalogue, billed in compute hours for commercial use. This suits large-scale time series, but it needs scripting skills.分析工具: Search, filter and preview of scenes in the browser, with download and API access for subscribers.分析工具: Search and download of scenes, with footprints in CSV, shapefile or KMZ. Processing is done offline in your own software. Level 1 GeoTIFF is the usual analysis product.
成本和获取途径: Free, with a free account required for the browser. No commercial licence is needed.成本和获取途径: Noncommercial and research use is free. Commercial plans are offered as Basic and Professional subscriptions, plus usage fees per compute hour.成本和获取途径: Paid plans. Daily monitoring is sold on contract.成本和获取途径: Downloads are free with a free USGS account.
Learning curve: Low for viewing and index maps, moderate for custom scripts. A good starting point for agronomists, foresters and environmental scientists.Learning curve: High, because analysis is written as code.Learning curve: Low for browsing, moderate for API work.Learning curve: Moderate: you must choose products and processing levels, then handle files yourself.
何时选择它: Choose it for free, repeatable monitoring of large areas over time, such as crop health, burn scars, flooding or land use, when 10 m detail is sufficient.何时选择它: Choose it when you must process years of imagery across large regions.何时选择它: Choose it when metre-scale detail and frequent revisits justify a commercial budget.何时选择它: Choose it when you need Landsat archives or other US federal data products.

涵盖的主题: 地球观测、哥白尼计划、哨兵卫星、多光谱成像、高重访周期、环境监测、气候变化、农业监测、土地利用制图、自然灾害管理、光学成像、遥感、短波红外、归一化植被指数 (NDVI)、归一化植被指数 (NDWI)、云过滤、数据可访问性、自由开放数据 ISO 19115、ISO 19130、ISO 19157、ISO 19139 和 ISO 19126。

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