From dcec7ca7d9f29cce5d60b19a40308d4c633d052e Mon Sep 17 00:00:00 2001 From: temospena Date: Tue, 9 Feb 2021 22:00:08 +0000 Subject: [PATCH] =?UTF-8?q?refer=C3=AAncia=20ao=20DEM=20copernicus?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit #4 --- README.Rmd | 30 +++++++--- README.md | 54 ++++++++++++++---- .../figure-gfm/unnamed-chunk-11-1.png | Bin 0 -> 381413 bytes shapefiles/ConcelhosPT.gpkg | Bin 20320256 -> 20320256 bytes shapefiles/RedeViariaPorto_declives.gpkg | Bin 4685824 -> 4685824 bytes 5 files changed, 64 insertions(+), 20 deletions(-) create mode 100644 README_files/figure-gfm/unnamed-chunk-11-1.png diff --git a/README.Rmd b/README.Rmd index b75f6f8..4758172 100644 --- a/README.Rmd +++ b/README.Rmd @@ -36,11 +36,16 @@ Para o Porto, o ficheiro `RedeViariaPorto_osm.shp` já foi limpo segundo o [tuto ### Modelo Digital do Terreno Estes raster são difíceis de obter gratuitamente para resoluções melhores. Para o caso de uma Rede Viária, seria bom ter um raster com células de 10metros ou menos. -Os dados do SRTM (_Shuttle Radar Topography Mission_), uma missão da NASA, estão [disponíveis gratuitamente](https://gisgeography.com/srtm-shuttle-radar-topography-mission/), mas para uma resolução de 25 a 30m, com erro da altimetria vertical de 16m - [saber mais](https://www2.jpl.nasa.gov/srtm/). +Os dados do **SRTM** (_Shuttle Radar Topography Mission_), uma missão da NASA, estão [disponíveis gratuitamente](https://gisgeography.com/srtm-shuttle-radar-topography-mission/), mas para uma resolução de 25 a 30m, com erro da altimetria vertical de 16m - [saber mais](https://www2.jpl.nasa.gov/srtm/). Para fazer donwload do _tile_ correcto, pode-se também recorrer a um outro plugin do QGIS, o [SRTM-Donwloader](https://plugins.qgis.org/plugins/SRTM-Downloader/), e pedir para guardar o raster que cobre a shapefile da rede viária - é uma opção no QGIS. -Como o raster cobre uma área bem maior do que necessitamos (ver ficheiro `N41W009.hgt`), podemos sempre fazer um _clip_ para ficar com dimensões mais adequadas à nossa análise: `Raster > Extraction > Clip Raster by Extent` -O ficheiro `PortoNASA_clip.tif` na pasta `raster` já foi cortado para uma área mais adequada à cidade do Porto. +Em alternativa, a **COPERNICUS**, uma missão da ESA, também [disponibiliza gratuitamente](https://land.copernicus.eu/imagery-in-situ/eu-dem) os DEM para toda a Europa, e com uma resolução de 25, com erro da altimetria vertical de 7m - [saber mais](https://land.copernicus.eu/user-corner/publications/eu-dem-flyer/view). Trata-se de um produto que é baseado no SRTM e no ASTER GDEM, com uma abordagem de ponderação de pesos. A sua versão anterior (1.0) apresentava uma precisão média de 2.9m verticais, quando foi validada. +Para escolher o _tile_ correcto, pode-se [navegar no mapa](https://land.copernicus.eu/imagery-in-situ/eu-dem/eu-dem-v1.1), e seleccionar os ficheiros. Para fazer download é necessário fazer login ([registo gratuito](https://land.copernicus.eu/@@register)). + +> Neste caso, é necessário re-projectar a rede viária no sistema de coordenadas do DEM: `EPGS-3035` para ETRS89-LAEA. + +Como o raster cobre uma área bem maior do que necessitamos (ver ficheiro `N41W009.hgt`), podemos sempre fazer um _clip_ para ficar com dimensões mais adequadas à nossa análise: `Raster > Extraction > Clip Raster by Extent`. +O ficheiro `PortoNASA_clip.tif` ou `PortoCOPERNICUS_clip.tif` na pasta `raster` já foi cortado para uma área mais adequada à cidade do Porto. ## Cálculo dos Declives @@ -76,6 +81,7 @@ res(DEM) Este raster tem valores de altimetria entre -10 e 178m. As células são de 27.7m #### visualizar +O DEM e a Rede Vuária têm de estar no mesmo sistema de coordenadas. ```{r} raster::plot(DEM) plot(sf::st_geometry(RedeViaria), add = TRUE) @@ -111,14 +117,19 @@ round(prop.table(table(RedeViaria$declive_class))*100,1) ``` ... o que quer dizer que 34.3% das ruas são planas ou quase planas, e cerca de 58% são perfeitamente cicláveis. +> Ao usarmos o DEM europeu ([Copernicus](raster/PortoCOPERNICUS_clip.tif)) os resultados são diferentes: 50.9% das vias são planas ou quase planas (0-3%) e cerca de 72% das vias são perfeitamente cicláveis (0-5%). Experimenta! -Pode-se agora exportar novamente o shapefile -```{r eval=F} +Pode-se agora calcular a extensão das ruas +```{r} +RedeViaria$length = st_length(RedeViaria) +``` + +e exportar novamente o shapefile +```{r eval=FALSE} #exportar shapefile com os declives, em formato GeoPackage (QGIS) st_write(RedeViaria, "shapefiles/RedeViariaPorto_declives.gpkg", append=F) #exportar em formato kml (GoogleMaps) st_write(RedeViaria, "shapefiles/RedeViariaPorto_declives.kml", append=F) - ``` @@ -142,7 +153,8 @@ tm_shape(RedeViaria) + palette = palredgreen, #palete de cores lwd = 2, #espessura das linhas title.col = "Declive [%]", - popup.vars = c("Tipo :" = "highway", + popup.vars = c("Tipo: " = "highway", + "Comprimento" = "length", "Declive: " = "declive", "Classe: " = "declive_class"), popup.format = list(digits = 1), @@ -154,7 +166,7 @@ mapadeclives #### Gravar em html ```{r eval=FALSE} -tmap_save(mapadeclives, "DeclivesPorto.html") +tmap_save(mapadeclives, "DeclivesPorto_SRTM.html") ``` _Dependendo do tamanho da rede, pode ser exigente para a RAM. Esta tinha cerca de 14mil arcos, e só consegui exportar num pc com 16GB de RAM_ @@ -186,7 +198,7 @@ Declives da rede viária de Lisboa (10m): http://web.tecnico.ulisboa.pt/~rosamfe * [Guarda](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesGuarda.html) * [Lisboa](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesLisboa.html) * [Loures](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesLoures.html) -* [Porto](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto.html) +* [Porto (NASA)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto_SRTM.html) | [Porto (ESA)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto_EU.html) * [Isle of Wight (UK)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/SlopesIoW.html) * [São Paulo (BR)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesSaoPaulo.html) diff --git a/README.md b/README.md index 38b0cc7..cfe93d3 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,7 @@ Estes raster são difíceis de obter gratuitamente para resoluções melhores. Para o caso de uma Rede Viária, seria bom ter um raster com células de 10metros ou menos. -Os dados do SRTM (*Shuttle Radar Topography Mission*), uma missão da +Os dados do **SRTM** (*Shuttle Radar Topography Mission*), uma missão da NASA, estão [disponíveis gratuitamente](https://gisgeography.com/srtm-shuttle-radar-topography-mission/), mas para uma resolução de 25 a 30m, com erro da altimetria vertical de @@ -64,12 +64,29 @@ do *tile* correcto, pode-se também recorrer a um outro plugin do QGIS, o pedir para guardar o raster que cobre a shapefile da rede viária - é uma opção no QGIS. +Em alternativa, a **COPERNICUS**, uma missão da ESA, também +[disponibiliza +gratuitamente](https://land.copernicus.eu/imagery-in-situ/eu-dem) os DEM +para toda a Europa, e com uma resolução de 25, com erro da altimetria +vertical de 7m - [saber +mais](https://land.copernicus.eu/user-corner/publications/eu-dem-flyer/view). +Trata-se de um produto que é baseado no SRTM e no ASTER GDEM, com uma +abordagem de ponderação de pesos. A sua versão anterior (1.0) +apresentava uma precisão média de 2.9m verticais, quando foi validada. +Para escolher o *tile* correcto, pode-se [navegar no +mapa](https://land.copernicus.eu/imagery-in-situ/eu-dem/eu-dem-v1.1), e +seleccionar os ficheiros. Para fazer download é necessário fazer login +([registo gratuito](https://land.copernicus.eu/@@register)). + +> Neste caso, é necessário re-projectar a rede viária no sistema de +> coordenadas do DEM: `EPGS-3035` para ETRS89-LAEA. + Como o raster cobre uma área bem maior do que necessitamos (ver ficheiro `N41W009.hgt`), podemos sempre fazer um *clip* para ficar com dimensões mais adequadas à nossa análise: -`Raster > Extraction > Clip Raster by Extent` O ficheiro -`PortoNASA_clip.tif` na pasta `raster` já foi cortado para uma área mais -adequada à cidade do Porto. +`Raster > Extraction > Clip Raster by Extent`. +O ficheiro `PortoNASA_clip.tif` ou `PortoCOPERNICUS_clip.tif` na pasta +`raster` já foi cortado para uma área mais adequada à cidade do Porto. ## Cálculo dos Declives @@ -140,6 +157,8 @@ de 27.7m #### visualizar +O DEM e a Rede Vuária têm de estar no mesmo sistema de coordenadas. + ``` r raster::plot(DEM) plot(sf::st_geometry(RedeViaria), add = TRUE) @@ -157,8 +176,6 @@ Ler mais na página do package sobre como são calculados. RedeViaria$slope = slope_raster(RedeViaria, e = DEM) #28 segundos ``` - ## [1] FALSE - Declives em percentagem: *mínimo, P25, mediana, média, P75, max*. ``` r @@ -198,7 +215,18 @@ round(prop.table(table(RedeViaria$declive_class))*100,1) … o que quer dizer que 34.3% das ruas são planas ou quase planas, e cerca de 58% são perfeitamente cicláveis. -Pode-se agora exportar novamente o shapefile +> Ao usarmos o DEM europeu +> ([Copernicus](raster/PortoCOPERNICUS_clip.tif)) os resultados são +> diferentes: 50.9% das vias são planas ou quase planas (0-3%) e cerca +> de 72% das vias são perfeitamente cicláveis (0-5%). Experimenta! + +Pode-se agora calcular a extensão das ruas + +``` r +RedeViaria$length = st_length(RedeViaria) +``` + +e exportar novamente o shapefile ``` r #exportar shapefile com os declives, em formato GeoPackage (QGIS) @@ -231,7 +259,8 @@ tm_shape(RedeViaria) + palette = palredgreen, #palete de cores lwd = 2, #espessura das linhas title.col = "Declive [%]", - popup.vars = c("Tipo :" = "highway", + popup.vars = c("Tipo: " = "highway", + "Comprimento" = "length", "Declive: " = "declive", "Classe: " = "declive_class"), popup.format = list(digits = 1), @@ -241,12 +270,12 @@ tm_shape(RedeViaria) + mapadeclives ``` -![](README_files/figure-gfm/unnamed-chunk-10-1.png) +![](README_files/figure-gfm/unnamed-chunk-11-1.png) #### Gravar em html ``` r -tmap_save(mapadeclives, "DeclivesPorto.html") +tmap_save(mapadeclives, "DeclivesPorto_SRTM.html") ``` *Dependendo do tamanho da rede, pode ser exigente para a RAM. Esta tinha @@ -298,7 +327,10 @@ Declives da rede viária de Lisboa (10m): - [Guarda](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesGuarda.html) - [Lisboa](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesLisboa.html) - [Loures](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesLoures.html) -- [Porto](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto.html) +- [Porto + (NASA)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto_SRTM.html) + \| [Porto + (ESA)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/DeclivesPorto_EU.html) - [Isle of Wight (UK)](http://web.tecnico.ulisboa.pt/~rosamfelix/gis/declives/SlopesIoW.html) - [São Paulo diff --git a/README_files/figure-gfm/unnamed-chunk-11-1.png b/README_files/figure-gfm/unnamed-chunk-11-1.png new file mode 100644 index 0000000000000000000000000000000000000000..52064db330926edda4ec0f94eea2d8903f1428fe GIT binary patch literal 381413 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