Simple app made to select through Historical Basemaps like Planet monthly mosaics or ESRI Wayback Machine, and compare it against other TMS basemaps (like Google, Bing, Here, ESRI, Mapbox, Yandex, Apple). Useful for analyses like Dilbarjin | LeMonde outside Qgis, directly within a web browser (inside or outside of Iconem).
- Downloads all esri-wayback and planet-basemaps-monthly from 2016-01 to present with the map viewport as extent
- Side-by-side or split-view comparison of imagery datasets (Planet monthly/ESRI Wayback at 2 different timestamps, or satellite imagery sources from planet/google/bing/here/esri/mapbox/yandex/apple)
- Downloaded images are geotiffs, so can be drag-and-dropped to qgis
- 2 Maps in a Split view (split-screen or side-by-side)
- Settings component to select historical basemap timestamp
- Slider with play capabilities (forward/backward, play/pause or step-by-step and FPS control)
- Selector to choose raster source TMS url (via a TMS URL, or a planet monthly basemap)
- downloads planet monthly basemaps frames from 2016-01 to present via TiTiler (merge/crop tiles automagically and export to geotiff)
- Generate gdal_translate batch script to switches the burden from the browser (as well as remove the burden on Titiler middleware) to the user desktop client (prevents missing frames, allow larger resolution downloads, batches etc)
- mapbox-gl-js feature request to
Avoid tile popping/flicker on RasterTileSource setTilesand associated react-map-gl issue
Simple app at histogram-matching-js made to match source and target histograms, display histograms and matched raster, and allow download, as geotiff if source is geotiff.
Cross-posting a twitter thread also on the cloud-native-geospatial gitter community
Looking for cloud-free, worldwide, periodic (yearly/monthly) mosaics like
- See all links at bottom of historical-satellite, viewport context-aware, redirecting to existing useful historical basemaps
- open-data Sentinel/Landsat, 10-30m, via EarthSearch from Element84 - check option Mosaics
- Google Earth Web now supports both high-res historical imagery as well as Google Earth Timelapse (yearly 1984-2020) from Landsat/Sentinel data, mp4 tiles
- ESRI Wayback Machine
- Planet monthly basemaps for 2016-01 - present
- ESA WorldCover 2020-2021 from Sentinel with large time coverage
Wondering if one of the following orgs have such a dataset from:
- institutions like ESA, NASA
- consortiums like OGC, pangeo_data
- or large scale EO programs from Earth on AWS, Microsoft Planetary Computer, Google Earth Engine
This kind of mosaic/TMS would alleviate the need to tile on the fly via the geemap libraries. More responsive for change analysis anywhere on earth. Probably might be helpful to get insights from folks at
References:
- Vincent Sarago Cog talk
- Qiusheng Wu Geemap Timelapse
- Kyle Barron cog-mosaic post
- SentinelHub
How to Make the Perfect Time-Lapse of the Earthgreat post shared by Andras Zlinszky - Azavea 2020 blog distinguishing between Free vs Paid Browsable vs Downloadable data
Also useful; EsriWayback integrated within iD OSM Editor from OpenHistoricalMap as well as within facebook/Rapid and here, both of which are tools really worth digging into
QGis feature request A successfully implemented workaround is to create a macro which, at project opening, would get the xyz tile layer, as well as the temporal controller, and update the tile source on the temporal controller update by connecting the update to the
def update_query_layer():
tct = tc.dateTimeRangeForFrameNumber(tc.currentFrameNumber()).begin().toPyDateTime()
newSource = f'type=xyz&url=https://server.com/{tct.year}_{tct.month:02d}' + '/{z}/{x}/{y}.png'
layer.setDataSource(newSource, f'{tct.year}_{tct.month:02d}', layer.dataProvider().name())
tc = iface.mapCanvas().temporalController()
tc.updateTemporalRange.connect(update_query_layer)