From 5ea64d85aadada69c0aa80ab92b6439697310c24 Mon Sep 17 00:00:00 2001 From: Veronica Andreo Date: Mon, 26 May 2025 15:44:02 -0300 Subject: [PATCH 1/3] Time series tutorials: Part 3 - Temporal algebra --- .../time_series/time_series_algebra.qmd | 479 ++++++++++++++++++ 1 file changed, 479 insertions(+) create mode 100644 content/tutorials/time_series/time_series_algebra.qmd diff --git a/content/tutorials/time_series/time_series_algebra.qmd b/content/tutorials/time_series/time_series_algebra.qmd new file mode 100644 index 0000000..8d80728 --- /dev/null +++ b/content/tutorials/time_series/time_series_algebra.qmd @@ -0,0 +1,479 @@ +--- +title: "Time series algebra" +author: "Veronica Andreo" +date: 2024-07-24 +date-modified: today +image: images/trento.png +lightbox: true +format: + ipynb: default + html: + toc: true + code-tools: true + code-copy: true + code-fold: false +categories: [time series, raster, advanced, Python] +description: Demostrate the use of GRASS temporal algebra tools to estimate anomalies and phenology related variables. +engine: jupyter +execute: + eval: false +--- + +In this third part of the time series tutorials, we will go through different +temporal algebra examples. There are five modules within the temporal framework +that allow us to perform temporal map algebra on different types of data: +[t.rast.mapcalc](https://grass.osgeo.org/grass-stable/manuals/t.rast.mapcalc.html), +[t.rast.algebra](https://grass.osgeo.org/grass-stable/manuals/t.rast.algebra.html), +[t.rast3d.mapcalc](https://grass.osgeo.org/grass-stable/manuals/t.rast3d.mapcalc.html), +[t.rast3d.algebra](https://grass.osgeo.org/grass-stable/manuals/t.rast3d.algebra.html), and +[t.vect.algebra](https://grass.osgeo.org/grass-stable/manuals/t.vect.algebra.html). +We will focus on the raster oriented tools in this tutorial. + +::: {.callout-note title="Setup"} +This tutorial can be run locally or in Google Colab. However, make sure you +install GRASS 8.4+, download the LST sample data and set up your project +as explained in the [first](time_series_management_and_visualization.qmd) +time series tutorial. +::: + + +## What tool to use? + +Both [t.rast.mapcalc](https://grass.osgeo.org/grass-stable/manuals/t.rast.mapcalc.html) +and [t.rast.algebra](https://grass.osgeo.org/grass-stable/manuals/t.rast.algebra.html) +allow us to perform spatio-temporal operations on temporally sampled +maps of raster time series (STRDS). Also, both tools support spatial and +temporal functions. + +Spatial operators and functions are those used in +[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html). + +Temporal internal variables supported for both relative and absolute time +include: `td()` (time delta), `start_time()` and `end_time()`. +There are also several useful internal temporal variables supported especially +for absolute time, e.g.: `start_doy()`, `start_year()`, `start_month()` and +so on. + +Both *t.rast.mapcalc* and *t.rast.algebra* support temporal operations. However, +only *t.rast.algebra* is effectively temporally aware; *t.rast.mapcalc* +is mostly a wrapper around *r.mapcalc*. Indeed, *t.rast.algebra* is able to +perform a wide range of temporal operations based on the temporal topology +of maps within STRDS. Supported operators, relations and functions are shown +in the table below. + +| Category | Examples | +|-------------------------------|--------------------------------------------------------------------------| +| Temporal operators | `u` (union), `i` (intersection), `l` (left reference), etc. | +| Temporal relations | `equals`, `during`, `contains`, `starts`, etc. | +| Temporal selection | `:`, `!:` | +| Temporal functions | `td()`, `start_time()`, `start_doy()`, `#`, `tmap()`, `map()`, `t_snap()`, `buff_t()`, `t_shift()`, etc. | +| Temporal neighborhood modifier| `[x,y,t]` | +| Spatial operators | `+`, `-`, `*`, `/`, `%` | +| Spatial functions | `abs(x)`, `float(x)`, `int(x)`, `log(x)`, `round(x)`, `isnull(x)`, `null()`, etc. | + +They can all be combined in nested expressions with conditions statements +to create spatio-temporal operators! In general, expressions have the following +structure: +`{"spatial or select operator", "temporal relations", "temporal operator"}` +and they can be combined with conditional statements such as: +`if(topologies, conditions, A, B)` where A and B can be either space time +datasets or expressions (e.g., A+B). Just for illustration purposes, let's see +some examples from the manual page. + +| Expression | Description | +|-----------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| `C = A {+,equal,l} B` | `C` will have the same time stamps as `A` and will be `A + B` for maps with equal time stamps. Equivalent to `C = A + B`. The default temporal relation is *equal* and the default temporal operator is *left reference*. | +| `C = if(start_date(A) < "2005-01-01", A + B)` | `C` will be `A + B` if the start date of `A` is earlier than January 1, 2005. This is an if-then conditional expression. | +| `C = if({equal}, A > 100 && A < 1600 {&&,equal} td(A) > 30, B)` | `C` will include all cells from `B` with equal temporal relations to `A`, if values of `A` are between 100 and 1600 in time intervals longer than 30 units. Equivalent to `C = if(A > 100 && A < 1600 && td(A) > 30, B)`. | +| `C = A {:, during} tmap(event)` | `C` will include all maps from `A` that occur *during* the temporal extent of the single map `event`. | +| `C = A * map(constant_value)` | `C` will include all raster maps from `A` multiplied by a raster map called `constant_value` (a map without a time stamp). | +| `B = if(A > 0.0 && A[-1] > 0.0 && A[-2] > 0.0, start_doy(A, 0), 0)` | `B` will contain the Day of Year (DOY) from `A` where three consecutive time intervals have values > 0. Otherwise, `B` will contain 0. | + + +Let's see some examples using the LST daily time series from northern Italy. We +start with something simple to refresh what we learnt in the tutorial about +[aggregations](time_series_aggregations.qmd). + +```{python} +#| echo: false + +import os +import sys +import subprocess + +# Ask GRASS where its Python packages are +sys.path.append( + subprocess.check_output([grassbin, "--config", "python_path"], text=True).strip() +) + +# Import the GRASS packages we need +import grass.script as gs +import grass.jupyter as gj + +path_to_project = "eu_laea/italy_LST_daily" + +# Start the GRASS session +session = gj.init(path_to_project); +``` + + +## Anomalies + +To estimate annual anomalies, we need the long term average ($Avg$) and standard +deviation ($SD$) of the whole series, and the annual averages ($Avg_i$). Then, +we estimate the standardized anomalies as: + +$$ +StdAnom_i = \frac{Avg_i - Avg}{SD} +$$ + +Let's first obtain the average and standard deviation for the series: + +```{python} +# Get general average and SD +methods=["average", "stddev"] + +for me in methods: + gs.run_command("t.rast.series", + input="lst_daily", + method=me, + output=f"lst_{me}") +``` + +and then the annual LST average: + +```{python} +# Get annual averages +gs.run_command("t.rast.aggregate", + input="lst_daily", + method="average", + granularity="1 years", + output="lst_annual_average", + basename="lst_average", + suffix="gran", + nprocs=6) +``` + +We now use *t.rast.algebra* to estimate the anomalies. + +```{python} +# Estimate annual anomalies +expression="lst_annual_anomaly = (lst_annual_average - map(lst_average)) / map(lst_stddev)" + +gs.run_command("t.rast.algebra", + expression=expression, + basename="lst_annual_anomaly", + suffix="gran", + nprocs=6) # change accordingly! +``` + +We set the *differences* color palette for the whole time series and then +create an animation. + +```{python} +# Set difference color table +gs.run_command("t.rast.colors", + input="lst_annual_anomaly", + color="difference") +``` + +```{python} +# Animation of annual anomalies +anomalies = gj.TimeSeriesMap() +anomalies.add_raster_series("lst_annual_anomaly", fill_gaps=False) +anomalies.d_legend(color="black", at=(5, 50, 2, 6)) +anomalies.show() +``` + + +## Month with maximum LST + +We will use *t.rast.mapcalc* to obtain the month when the maximum LST occurred +during our study period. We already estimated the map with the maximum LST +in the [temporal aggregations](time_series_aggregations.qmd) tutorial, but +let's refresh our memories: + +```{python} +gs.run_command("t.rast.series", + input="lst_daily", + output=f"lst_maximum", + method="maximum", + nprocs=4) +``` + +Then, we use *t.rast.mapcalc* to compare all maps in `lst_daily` time series with +the `lst_maximum` map and save the month only when there's a match. The result will +probably be a very sparse time series. + +```{python} +# Get time series with month of maximum LST +expression="if(lst_daily == lst_maximum, start_month(), null())" + +gs.run_command("t.rast.mapcalc", + flags="n", # register also null maps + inputs="lst_daily", + output="month_max_lst", + basename="month_max_lst", + expression=expression, + nprocs=6) # change accordingly! +``` + +```{python} +# Get basic info +print(gs.read_command("t.info", input="month_min_lst")) +``` + +Now we can aggregate our sparse time series to obtain the earliest month in +which the maximum LST occurred. + +```{python} +# Get the earliest month in which the maximum appeared (method=minimum) +gs.run_command("t.rast.series", + input="month_max_lst", + method="minimum", + output="max_lst_date") +``` + +We remove the intermediate time series as we were only interested in the +resulting aggregated map. For that we use the tool +[t.remove](https://grass.osgeo.org/grass-stable/manuals/t.remove.html) +that allow us to control what to remove depending on the combination of flags +we use. In this case, we want to remove both the time series and maps +within it, so we use `d` to remove the STRDS, unregister maps from temporal +database and delete them from mapset, and `f` to actually *force* the +removal. + +```{python} +# Remove month_max_lst strds +gs.run_command("t.remove", + flags="df", + inputs="month_max_lst") + +# Check it's gone +print(gs.read_command("t.list")) +``` + +Let's display the result using the `Map` class from `grass.jupyter` package: + +```{python} +mm = gj.Map() +mm.d_rast(map="max_lst_date") +mm.d_vect(map="italy", type="boundary", color="#4D4D4D", width=2) +mm.d_legend(raster="max_lst_date", title="Month", fontsize=10, at=(2,15,2,10)) +mm.d_barscale(length=50, units="kilometers", segment=4, fontsize=14, at=(73,7)) +mm.d_northarrow(at=(90,15)) +mm.d_text(text="Month of maximum LST", color="black", font="sans", size=4, bgcolor="white") +mm.show() +``` + +::: {.callout-caution title="Question"} +How could we have done the same in one single step? +Hint: `t.rast.algebra ... method=during`. + +```{python} +# Get time series with month of maximum LST +expression="month_max_lst = if({during}, lst_daily == tmap(lst_maximum), start_month(), null())" + +gs.run_command("t.rast.algebra", + basename="month_max_lst", + expression=expression, + suffix="gran", + nprocs=6) +``` + +Is it really the same? + +```{python} +expression="result = max_lst_date - month_max_lst" +gs.rast_mapcalc(exp=expression) +gs.raster_info("result") +``` + +::: + +What if we are interested in knowing the week number in which the annual maximum +LST occurs each year? How would you do that? Can we also know if there's any +trend in the week number? i.e., does it tend to happen earlier or later? + +```{python} +# Estimate annual max LST +gs.run_command("t.rast.aggregate", + input="lst_daily", + output="lst_max_annual", + basename="lst_max", + method="maximum", + granularity="1 years", + suffix=gran) + +# Week number +exp="week_lst_max_annual = if({contains}, lst_max_annual == lst_daily, start_week(lst_daily))" +gs.run_command("t.rast.algebra", + expression=exp, + basename="week_lst_max_annual", + suffix="gran") + +# Is there a trend? +gs.run_command("t.rast.series", + input="week_lst_max_annual", + method="slope", + output="slope_week_lst_max_annual") +``` + + +## Number of days with LST >= 20 and <= 30 + +Some plague insects tend to thrive in a certain range of temperatures. Let's +assume this range is from 20 to 30 °C. Here, we'll estimate the number of days +within this range per year, and then, we'll estimate the median along years. + +```{python} +#| message: false +#| warning: false +#| results: hide + +# Keep only pixels meeting the condition +expression="lst_higher20_lower30 = if(lst_daily >= 20.0 && lst_daily <= 30.0, 1, null())" + +gs.run_command("t.rast.algebra", + expression=expression, + basename="lst_higher20_lower30", + suffix="gran", + nproc=6, + flags="n") +``` + +```{python} +# Count how many times per year the condition is met +gs.run_command("t.rast.aggregate", + input="lst_higher20_lower30", + output="count_lst_higher20_lower30", + basename="count_lst_higher20_lower30", + suffix="gran", + method="count", + granularity="1 years") +``` + +```{python} +# Check raster maps in the STRDS +gs.run_command("t.rast.list", + input="count_lst_higher20_lower30", + columns="name,start_time,min,max") +``` + +```{python} +# Median number of days with average lst >= 20 and <= 30 +gs.run_command("t.rast.series", + input="count_tmean_higher20_lower30", + output="median_count_tmean_higher20_lower30", + method="median") +``` + +```{python} +# Display raster map with interactive class +h20_map = gj.InteractiveMap() +h20_map.add_raster("median_count_tmean_higher20_lower30") +h20_map.show() +``` + +::: {.callout-caution title="Question"} +How would you check if the median number of days with lst >= 20 and <= 30 +is changing along the years? +::: + +## Number of consecutive days with LST <= -10.0 + +Likewise, there are temperature thresholds that mark a limit to insects survival. +Here, we'll use the lowest temperature threshold to survival. Most importantly, +we we'll count the number of consecutive days with temperatures below this +threshold. + +We'll use again the temporal algebra and we'll recall the concept of +topology that we defined at the beginning of these tutorials. First, we need to +create a STRDS of annual granularity that will contain only zeroes. This annual +STRDS, that we call `annual_mask`, will be our base to add the value 1 each time +the condition < -10 °C in consecutive days is met. Finally, we +estimate the median number of days with LST lower than -10 °C over the 5 years. + +```{python} +# Create annual mask +gs.run_command("t.rast.aggregate", + input="lst_daily", + output="annual_mask", + basename="annual_mask", + suffix="gran", + granularity="1 year", + method="count") +``` + +```{python} +# Replace values by zero +expression="if(annual_mask, 0)" + +gs.run_command("t.rast.mapcalc", + input="annual_mask", + output="annual_mask_0", + expression=expression, + basename="annual_mask_0") +``` + +```{python} +#| message: false +#| warning: false +#| results: hide + +# Calculate consecutive days with LST <= -10.0 +expression="lower_m10_consec_days = annual_mask_0 {+,contains,l} if(lst_daily <= -10.0 && lst_daily[-1] <= -10.0 || lst_daily[1] <= -10.0 && lst_daily <= -10.0, 1, 0)" + +gs.run_command("t.rast.algebra", + expression=expression, + basename="lower_m10", + suffix="gran", + nproc=7) +``` + +```{python} +# Inspect values +gs.run_command("t.rast.list", + input="lower_m10_consec_days", + columns="name,start_time,min,max") +``` + +```{python} +# Median number of consecutive days with LST <= -10 +gs.run_command("t.rast.series", + input="lower_m10_consec_days", + output="median_lower_m10_consec_days", + method="median") +``` + +```{python} +# Display raster map with interactive class +lt10_map = gj.InteractiveMap() +lt10_map.add_raster("median_lower_m10_consec_days") +lt10_map.show() +``` + + +## References + + +- Gebbert, S., Pebesma, E. 2014. +_TGRASS: A temporal GIS for field based environmental modeling._ +Environmental Modelling & Software 53, 1-12. +[DOI](http://dx.doi.org/10.1016/j.envsoft.2013.11.001). +- Gebbert, S., Pebesma, E. 2017. _The GRASS GIS temporal framework._ +International Journal of Geographical Information Science 31, 1273-1292. +[DOI](http://dx.doi.org/10.1080/13658816.2017.1306862). +- Gebbert, S., Leppelt, T., Pebesma, E., 2019. _A topology based spatio-temporal map algebra for big data analysis._ Data 4, 86. +[DOI](https://doi.org/10.3390/data4020086). +- [Temporal data processing](https://grasswiki.osgeo.org/wiki/Temporal_data_processing) wiki page. + + +*** + +:::{.smaller} +The development of this tutorial was funded by the US +[National Science Foundation (NSF)](https://www.nsf.gov/), +award [2303651](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2303651). +::: + From 59d6c859f6ce856510ecaf1528bf721474ed262e Mon Sep 17 00:00:00 2001 From: Veronica Andreo Date: Mon, 26 May 2025 23:03:56 -0300 Subject: [PATCH 2/3] Add imgs, fix typos, remove non-working examples --- .../time_series/images/anomalies.gif | Bin 0 -> 276447 bytes .../time_series/images/month_of_max_lst.png | Bin 0 -> 71486 bytes .../time_series/time_series_algebra.qmd | 101 +++++------------- 3 files changed, 29 insertions(+), 72 deletions(-) create mode 100644 content/tutorials/time_series/images/anomalies.gif create mode 100644 content/tutorials/time_series/images/month_of_max_lst.png diff --git a/content/tutorials/time_series/images/anomalies.gif b/content/tutorials/time_series/images/anomalies.gif new file mode 100644 index 0000000000000000000000000000000000000000..71317839d6c55542b4d4b638b91230ab5792cf53 GIT binary patch literal 276447 zcmeEMRZ|=cki>(#yTbyDy9Hg`-QC@t;O^`Ki_7BfPH=aZK!D(u03iuU$liB<;hwLb zr@E%Ps;j2EMo9%EDrRGhG>MpqfbjO`?d#>wot=L(Gyi&f|G{^5YHR<&XJ_;C|0O2= z3kv!N@9T4R{%33qhu769EB`}4K!6t%h>F6aqN3Q@;qas+a&kD_$qCNJ23Jyo2L-{& z$lxL(a3do)=6`^*vT`UX=@1iBiiv6G=ePCrtO*K=O-(Jcv1!-Vt{NM=q@=Xy>l+yu zWIH-~2Lz<=?(R}kGdVe>K%on@wOz)>%}PqH4i0T0AV{XhO+f&ZHV3~($>MSVSaS#3prZeC=>|5zAaQ4skNWD&Ujm+^mXf`AT3 zKt`t)ZHpR1`fq~1K)Yfh5sN}KZ5F>$F^Q1M()?G}v1}{_fg`iB4{S7@9f-yo9ObYO zORE*wG^3zY&8Htm1~R=EFC=-(L?xhFH;)ji)C7n8~^E0{es9`z#p(?uE5sh2}UMngB| zk~uydaL-?hpe)z_v zT&LUHYsZz=i%EJ==Kf({EOHH50uaCbY%IQG*fGl)lZ5w3FYraMG!%o7t-xe*Pw-gf zbbreo(LAM$pRm-AL5Ya58(igB6u?Slw@ipu8DA@P-JGMuDmJEM zm6CVft2K^3+E3JE#;tHSumEc`@1gP!iV#SwHqJN zz3rviQ9lPK@XxRNg{Pd;>Rra?)94K8go5==gsS&veMXEv*LiEO+j{pR9@`bRj!(78 zVnuP}&G=5G0osu6!(}v_kILun8M(pSA8Ym;#;)5$CLPW|=bwIi!LNvuFT81BA|T;qG)53b$`*%IwgzjdvF+9y z)VWFBqjB1+4?V-~j9)12x=Uro+O<`p&}qM~;! 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EA3t#^d;kCd literal 0 HcmV?d00001 diff --git a/content/tutorials/time_series/time_series_algebra.qmd b/content/tutorials/time_series/time_series_algebra.qmd index 8d80728..80bb7e3 100644 --- a/content/tutorials/time_series/time_series_algebra.qmd +++ b/content/tutorials/time_series/time_series_algebra.qmd @@ -3,7 +3,7 @@ title: "Time series algebra" author: "Veronica Andreo" date: 2024-07-24 date-modified: today -image: images/trento.png +image: images/month_of_max_lst.png lightbox: true format: ipynb: default @@ -103,14 +103,14 @@ import subprocess # Ask GRASS where its Python packages are sys.path.append( - subprocess.check_output([grassbin, "--config", "python_path"], text=True).strip() + subprocess.check_output(["grass", "--config", "python_path"], text=True).strip() ) # Import the GRASS packages we need import grass.script as gs import grass.jupyter as gj -path_to_project = "eu_laea/italy_LST_daily" +path_to_project = "italy_eu_laea/italy_LST_daily" # Start the GRASS session session = gj.init(path_to_project); @@ -137,7 +137,8 @@ for me in methods: gs.run_command("t.rast.series", input="lst_daily", method=me, - output=f"lst_{me}") + output=f"lst_{me}", + nprocs=6) ``` and then the annual LST average: @@ -185,6 +186,12 @@ anomalies.d_legend(color="black", at=(5, 50, 2, 6)) anomalies.show() ``` +```{python} +# Save animation +anomalies.save("anomalies.gif") +``` + +![Animation of standardized anomalies](images/anomalies.gif) ## Month with maximum LST @@ -220,7 +227,7 @@ gs.run_command("t.rast.mapcalc", ```{python} # Get basic info -print(gs.read_command("t.info", input="month_min_lst")) +print(gs.read_command("t.info", input="month_max_lst")) ``` Now we can aggregate our sparse time series to obtain the earliest month in @@ -231,7 +238,8 @@ which the maximum LST occurred. gs.run_command("t.rast.series", input="month_max_lst", method="minimum", - output="max_lst_date") + output="max_lst_date", + nprocs=6) ``` We remove the intermediate time series as we were only interested in the @@ -258,66 +266,15 @@ Let's display the result using the `Map` class from `grass.jupyter` package: ```{python} mm = gj.Map() mm.d_rast(map="max_lst_date") -mm.d_vect(map="italy", type="boundary", color="#4D4D4D", width=2) -mm.d_legend(raster="max_lst_date", title="Month", fontsize=10, at=(2,15,2,10)) -mm.d_barscale(length=50, units="kilometers", segment=4, fontsize=14, at=(73,7)) -mm.d_northarrow(at=(90,15)) +mm.d_vect(map="italy_borders_0", type="boundary", color="#4D4D4D", width=2) +mm.d_legend(raster="max_lst_date", title="Month", fontsize=12, at=(2, 35, 1, 20), border_color="white", flags="b") +mm.d_barscale(length=50, units="kilometers", segment=4, fontsize=14, at=(80, 8)) +mm.d_northarrow(at=(95, 19)) mm.d_text(text="Month of maximum LST", color="black", font="sans", size=4, bgcolor="white") mm.show() ``` -::: {.callout-caution title="Question"} -How could we have done the same in one single step? -Hint: `t.rast.algebra ... method=during`. - -```{python} -# Get time series with month of maximum LST -expression="month_max_lst = if({during}, lst_daily == tmap(lst_maximum), start_month(), null())" - -gs.run_command("t.rast.algebra", - basename="month_max_lst", - expression=expression, - suffix="gran", - nprocs=6) -``` - -Is it really the same? - -```{python} -expression="result = max_lst_date - month_max_lst" -gs.rast_mapcalc(exp=expression) -gs.raster_info("result") -``` - -::: - -What if we are interested in knowing the week number in which the annual maximum -LST occurs each year? How would you do that? Can we also know if there's any -trend in the week number? i.e., does it tend to happen earlier or later? - -```{python} -# Estimate annual max LST -gs.run_command("t.rast.aggregate", - input="lst_daily", - output="lst_max_annual", - basename="lst_max", - method="maximum", - granularity="1 years", - suffix=gran) - -# Week number -exp="week_lst_max_annual = if({contains}, lst_max_annual == lst_daily, start_week(lst_daily))" -gs.run_command("t.rast.algebra", - expression=exp, - basename="week_lst_max_annual", - suffix="gran") - -# Is there a trend? -gs.run_command("t.rast.series", - input="week_lst_max_annual", - method="slope", - output="slope_week_lst_max_annual") -``` +![Month of maximum LST value](images/month_of_max_lst.png) ## Number of days with LST >= 20 and <= 30 @@ -335,17 +292,17 @@ within this range per year, and then, we'll estimate the median along years. expression="lst_higher20_lower30 = if(lst_daily >= 20.0 && lst_daily <= 30.0, 1, null())" gs.run_command("t.rast.algebra", - expression=expression, + expression=expression, basename="lst_higher20_lower30", suffix="gran", - nproc=6, + nproc=6, flags="n") ``` ```{python} # Count how many times per year the condition is met gs.run_command("t.rast.aggregate", - input="lst_higher20_lower30", + input="lst_higher20_lower30", output="count_lst_higher20_lower30", basename="count_lst_higher20_lower30", suffix="gran", @@ -355,23 +312,23 @@ gs.run_command("t.rast.aggregate", ```{python} # Check raster maps in the STRDS -gs.run_command("t.rast.list", - input="count_lst_higher20_lower30", +gs.run_command("t.rast.list", + input="count_lst_higher20_lower30", columns="name,start_time,min,max") ``` ```{python} # Median number of days with average lst >= 20 and <= 30 gs.run_command("t.rast.series", - input="count_tmean_higher20_lower30", - output="median_count_tmean_higher20_lower30", + input="count_lst_higher20_lower30", + output="median_count_lst_higher20_lower30", method="median") ``` ```{python} # Display raster map with interactive class h20_map = gj.InteractiveMap() -h20_map.add_raster("median_count_tmean_higher20_lower30") +h20_map.add_raster("median_count_lst_higher20_lower30") h20_map.show() ``` @@ -383,7 +340,7 @@ is changing along the years? ## Number of consecutive days with LST <= -10.0 Likewise, there are temperature thresholds that mark a limit to insects survival. -Here, we'll use the lowest temperature threshold to survival. Most importantly, +Here, we'll use the lowest temperature threshold. Most importantly, we we'll count the number of consecutive days with temperatures below this threshold. @@ -428,7 +385,7 @@ gs.run_command("t.rast.algebra", expression=expression, basename="lower_m10", suffix="gran", - nproc=7) + nproc=6) ``` ```{python} From 4aaacb6df48534563ff4d6d768ecde5663d92ff8 Mon Sep 17 00:00:00 2001 From: Anna Petrasova Date: Tue, 27 May 2025 09:56:29 -0400 Subject: [PATCH 3/3] Apply suggestions from code review --- content/tutorials/time_series/time_series_algebra.qmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/tutorials/time_series/time_series_algebra.qmd b/content/tutorials/time_series/time_series_algebra.qmd index 80bb7e3..0bb97a0 100644 --- a/content/tutorials/time_series/time_series_algebra.qmd +++ b/content/tutorials/time_series/time_series_algebra.qmd @@ -1,5 +1,5 @@ --- -title: "Time series algebra" +title: "Temporal algebra" author: "Veronica Andreo" date: 2024-07-24 date-modified: today @@ -13,7 +13,7 @@ format: code-copy: true code-fold: false categories: [time series, raster, advanced, Python] -description: Demostrate the use of GRASS temporal algebra tools to estimate anomalies and phenology related variables. +description: Demonstrate the use of GRASS temporal algebra tools to estimate anomalies and phenology related variables. engine: jupyter execute: eval: false