From 13556e49b34de67d1c57c62727cf2fbdd5a3e3d1 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Mon, 21 Oct 2024 15:10:37 +0200 Subject: [PATCH 01/21] Add initial DRZSWC scripts and dummy index --- .../eob.js | 130 ++++++++++++++++++ .../index.md | 24 ++++ .../raw.js | 80 +++++++++++ .../script.js | 124 +++++++++++++++++ 4 files changed, 358 insertions(+) create mode 100644 planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js create mode 100644 planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md create mode 100644 planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js create mode 100644 planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js new file mode 100644 index 00000000..d049291a --- /dev/null +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js @@ -0,0 +1,130 @@ +//VERSION=3 + +const nDays = 20; // The number of days to load data for +const scaleFactor = 1000; // The scale factor for the SWC values +const vmin = 0.1; // The minimum value of the colormap +const vmax = 0.4; // The maximum value of the colormap + +function setup() { + return { + input: ["SWC", "dataMask"], + output: [ + { id: "default", bands: 4 }, + { id: "index", bands: 1, sampleType: "FLOAT32" }, + { id: "eobrowserStats", bands: 1, sampleType: "FLOAT32" }, + { id: "dataMask", bands: 1 }, + ], + mosaicking: "ORBIT" + }; +} + + +function preProcessScenes(collections){ + collections.scenes.orbits = collections.scenes.orbits.filter(function (orbit) { + var orbitDateFrom = new Date(orbit.dateFrom) + // Select all images within the last nDays + return orbitDateFrom.getTime() >= (collections.to.getTime() - (nDays * 24 * 3600 * 1000)); + }) + return collections +} + + +function expFilter(swc, dataMask, dates, timeConst) { + let deltaDays = 0; // Initialize time difference with previous valid time [Unit days] + let gain = 1.0; // Initialize gain + let referenceIndex = -1; // Initialize index of the first day with data + let referenceDate = NaN; // Initialize date of the first day with data + let referenceSWC = NaN; // Initialize SWC value of the first day with data + + // Find the first day with data in the time series + for (let i = 0; i < dates.length; i++) { + if (dataMask[i]) { + // Set index, date and SWC initial values to the first date with data + referenceIndex = i; + referenceDate = dates[i]; + referenceSWC = swc[i]; + break; + } + } + + // Set first day of derived root-zone SWC equal to surface SWC + let rzswc = referenceSWC; + + if (referenceIndex > -1) { + // Only apply the filter if there is at least one valid value in the time series + for (let i = referenceIndex; i < dates.length; i++) { + if (dataMask[i]) { + deltaDays = (dates[i] - referenceDate) / (24 * 3600 * 1000); + gain = gain / (gain + Math.exp(-deltaDays / timeConst)); + drzswc = drzswc + gain * (swc[i] - drzswc); + referenceDate = dates[i] + } + } + } + return [rzswc]; +} + + +function updateColormap(vmin, vmax) { + const numIntervals = cmap.length; + const intervalLength = (vmax - vmin) / (numIntervals - 1); + for (let i = 0; i < numIntervals; i++) { + cmap[i][0] = vmin + intervalLength * i; + } +} + + +const cmap = [ + [0.0, 0xfff7ea], + [0.05, 0xfaedda], + [0.1, 0xede4cb], + [0.15, 0xdedcbd], + [0.2, 0xced3af], + [0.25, 0xbdcba3], + [0.3, 0xaac398], + [0.35, 0x96bc90], + [0.4, 0x80b48a], + [0.45, 0x68ac86], + [0.5, 0x4da484], + [0.55, 0x269c83], + [0.6, 0x009383], + [0.65, 0x008a85], + [0.7, 0x008186], + [0.75, 0x007788], + [0.8, 0x006d8a], + [0.85, 0x00618c], + [0.9, 0x00558d], + [0.95, 0x00478f], + [1.0, 0x003492], +]; + +// Prepare colormap based on provided min and max values +updateColormap(vmin, vmax); +const visualizer = new ColorRampVisualizer(cmap); + + +function evaluatePixel(samples, scenes) { + // When there are no dates, return no data + if (samples.length == 0) return [NaN, NaN, NaN, 0]; + + // When there is no data for the last day, don't run calculation, return no data + if (!samples[0].dataMask) return [NaN, NaN, NaN, 0]; + + // Extract dates, data mask and scaled SWC values and sort them ascending (oldes to newest) + var datesASC = scenes.map(scene => new Date(scene.date)).reverse(); + var swcASC = samples.map(sample => sample.SWC / scaleFactor).reverse(); + var dataMaskASC = samples.map(sample => sample.dataMask).reverse(); + + // Calculate derived root-zone SWC by applying exponential filter + const drzswc = expFilter(swcASC, dataMaskASC, datesASC, nDays); + + // Apply colormap + let imgVals = visualizer.process(rzswc); + + return { + default: [...imgVals, samples[0].dataMask], + index: [drzswc], + eobrowserStats: [drzswc], + dataMask: [samples[0].dataMask], + } +} \ No newline at end of file diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md new file mode 100644 index 00000000..76a4bf42 --- /dev/null +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -0,0 +1,24 @@ +--- +title: Soil Water Content +grand_parent: Planetary Variables +parent: Soil Water Content +layout: script +nav_exclude: false +scripts: + - [Visualization, script.js] + - [EO Browser, eob.js] + - [Raw Values, raw.js] +--- + +## Evaluate and visualize + +## General description + +## Description of representative images + +## References + +- [Product specifications](https://planet.widen.net/s/5xtzljjwgg) +- [Data sheet](https://planet.widen.net/s/cv7bfjhhd5) +- [Sentinel Hub documentation about Soil Water Content](https://docs.sentinel-hub.com/api/latest/data/planetary-variables/soil-water-content/) + diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js new file mode 100644 index 00000000..91641371 --- /dev/null +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js @@ -0,0 +1,80 @@ +//VERSION=3 + +const nDays = 20; // The number of days to load data for +const scaleFactor = 1000; // The scale factor for the SWC values + +function setup() { + return { + input: ["SWC", "dataMask"], + output: [ + { id: "default", bands: 1, + sampleType: "FLOAT32", + } + ], + mosaicking: "ORBIT" + }; +} + + +function preProcessScenes(collections){ + collections.scenes.orbits = collections.scenes.orbits.filter(function (orbit) { + var orbitDateFrom = new Date(orbit.dateFrom) + // Select all images within the last nDays + return orbitDateFrom.getTime() >= (collections.to.getTime() - (nDays * 24 * 3600 * 1000)); + }) + return collections +} + + +function expFilter(swc, dataMask, dates, timeConst) { + let deltaDays = 0; // Initialize time difference with previous valid time [Unit days] + let gain = 1.0; // Initialize gain + let referenceIndex = -1; // Initialize index of the first day with data + let referenceDate = NaN; // Initialize date of the first day with data + let referenceSWC = NaN; // Initialize SWC value of the first day with data + + // Find the first day with data in the time series + for (let i = 0; i < dates.length; i++) { + if (dataMask[i]) { + // Set index, date and SWC initial values to the first date with data + referenceIndex = i; + referenceDate = dates[i]; + referenceSWC = swc[i]; + break; + } + } + + // Set first day of derived root-zone SWC equal to surface SWC + let drzswc = referenceSWC; + + if (referenceIndex > -1) { + // Only apply the filter if there is at least one valid value in the time series + for (let i = referenceIndex; i < dates.length; i++) { + if (dataMask[i]) { + deltaDays = (dates[i] - referenceDate) / (24 * 3600 * 1000); + gain = gain / (gain + Math.exp(-deltaDays / timeConst)); + drzswc = drzswc + gain * (swc[i] - drzswc); + referenceDate = dates[i] + } + } + } + return [drzswc]; +} + +function evaluatePixel(samples, scenes) { + // When there are no dates, return no data + if (samples.length == 0) return [NaN]; + + // When there is no data for the last day, don't run calculation, return no data + if (!samples[0].dataMask) return [NaN]; + + // Extract dates, data mask and scaled SWC values and sort them ascending (oldes to newest) + var datesASC = scenes.map(scene => new Date(scene.date)).reverse(); + var swcASC = samples.map(sample => sample.SWC / scaleFactor).reverse(); + var dataMaskASC = samples.map(sample => sample.dataMask).reverse(); + + // Calculate derived root-zone SWC by applying exponential filter + const drzswc = expFilter(swcASC, dataMaskASC, datesASC, nDays); + + return [drzswc]; +} \ No newline at end of file diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js new file mode 100644 index 00000000..d578121e --- /dev/null +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -0,0 +1,124 @@ +//VERSION=3 + +const nDays = 20; // The number of days to load data for +const scaleFactor = 1000; // The scale factor for the SWC values +const vmin = 0.1; // The minimum value of the colormap +const vmax = 0.4; // The maximum value of the colormap + +function setup() { + return { + input: ["SWC", "dataMask"], + output: [ + { id: "default", bands: 4, + sampleType: "FLOAT32", + } + ], + mosaicking: "ORBIT" + }; +} + + +function preProcessScenes(collections){ + collections.scenes.orbits = collections.scenes.orbits.filter(function (orbit) { + var orbitDateFrom = new Date(orbit.dateFrom) + // Select all images within the last nDays + return orbitDateFrom.getTime() >= (collections.to.getTime() - (nDays * 24 * 3600 * 1000)); + }) + return collections +} + + +function expFilter(swc, dataMask, dates, timeConst) { + let deltaDays = 0; // Initialize time difference with previous valid time [Unit days] + let gain = 1.0; // Initialize gain + let referenceIndex = -1; // Initialize index of the first day with data + let referenceDate = NaN; // Initialize date of the first day with data + let referenceSWC = NaN; // Initialize SWC value of the first day with data + + // Find the first day with data in the time series + for (let i = 0; i < dates.length; i++) { + if (dataMask[i]) { + // Set index, date and SWC initial values to the first date with data + referenceIndex = i; + referenceDate = dates[i]; + referenceSWC = swc[i]; + break; + } + } + + // Set first day of derived root-zone SWC equal to surface SWC + let drzswc = referenceSWC; + + if (referenceIndex > -1) { + // Only apply the filter if there is at least one valid value in the time series + for (let i = referenceIndex; i < dates.length; i++) { + if (dataMask[i]) { + deltaDays = (dates[i] - referenceDate) / (24 * 3600 * 1000); + gain = gain / (gain + Math.exp(-deltaDays / timeConst)); + drzswc = drzswc + gain * (swc[i] - drzswc); + referenceDate = dates[i] + } + } + } + return [rzswc]; +} + + +function updateColormap(vmin, vmax) { + const numIntervals = cmap.length; + const intervalLength = (vmax - vmin) / (numIntervals - 1); + for (let i = 0; i < numIntervals; i++) { + cmap[i][0] = vmin + intervalLength * i; + } +} + + +const cmap = [ + [0.0, 0xfff7ea], + [0.05, 0xfaedda], + [0.1, 0xede4cb], + [0.15, 0xdedcbd], + [0.2, 0xced3af], + [0.25, 0xbdcba3], + [0.3, 0xaac398], + [0.35, 0x96bc90], + [0.4, 0x80b48a], + [0.45, 0x68ac86], + [0.5, 0x4da484], + [0.55, 0x269c83], + [0.6, 0x009383], + [0.65, 0x008a85], + [0.7, 0x008186], + [0.75, 0x007788], + [0.8, 0x006d8a], + [0.85, 0x00618c], + [0.9, 0x00558d], + [0.95, 0x00478f], + [1.0, 0x003492], +]; + +// Prepare colormap based on provided min and max values +updateColormap(vmin, vmax); +const visualizer = new ColorRampVisualizer(cmap); + + +function evaluatePixel(samples, scenes) { + // When there are no dates, return no data + if (samples.length == 0) return [NaN, NaN, NaN, 0]; + + // When there is no data for the last day, don't run calculation, return no data + if (!samples[0].dataMask) return [NaN, NaN, NaN, 0]; + + // Extract dates, data mask and scaled SWC values and sort them ascending (oldes to newest) + var datesASC = scenes.map(scene => new Date(scene.date)).reverse(); + var swcASC = samples.map(sample => sample.SWC / scaleFactor).reverse(); + var dataMaskASC = samples.map(sample => sample.dataMask).reverse(); + + // Calculate derived root-zone SWC by applying exponential filter + const drzswc = expFilter(swcASC, dataMaskASC, datesASC, nDays); + + // Apply colormap + let imgVals = visualizer.process(drzswc); + + return [...imgVals, samples[0].dataMask]; +} From 2273c26d40848282835dcd0970a75172a5ce4e8a Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Mon, 21 Oct 2024 16:30:38 +0200 Subject: [PATCH 02/21] Fix variable name --- .../derived-root-zone-soil-water-content/script.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index d578121e..8348fc38 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -60,7 +60,7 @@ function expFilter(swc, dataMask, dates, timeConst) { } } } - return [rzswc]; + return [drzswc]; } From 4c193042c4f09425b398efa26507fd60622f8e3c Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Mon, 21 Oct 2024 17:33:48 +0200 Subject: [PATCH 03/21] Fix variable name --- .../derived-root-zone-soil-water-content/eob.js | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js index d049291a..1e121d22 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js @@ -48,7 +48,7 @@ function expFilter(swc, dataMask, dates, timeConst) { } // Set first day of derived root-zone SWC equal to surface SWC - let rzswc = referenceSWC; + let drzswc = referenceSWC; if (referenceIndex > -1) { // Only apply the filter if there is at least one valid value in the time series @@ -61,7 +61,7 @@ function expFilter(swc, dataMask, dates, timeConst) { } } } - return [rzswc]; + return [drzswc]; } @@ -119,7 +119,7 @@ function evaluatePixel(samples, scenes) { const drzswc = expFilter(swcASC, dataMaskASC, datesASC, nDays); // Apply colormap - let imgVals = visualizer.process(rzswc); + let imgVals = visualizer.process(drzswc); return { default: [...imgVals, samples[0].dataMask], From f20cf87acda07947d7082f505d7ec74c0becd303 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Tue, 22 Oct 2024 11:18:15 +0200 Subject: [PATCH 04/21] Set default window nr of days to 10 and remove fixed output data type for rgb script --- .../derived-root-zone-soil-water-content/eob.js | 2 +- .../derived-root-zone-soil-water-content/raw.js | 2 +- .../derived-root-zone-soil-water-content/script.js | 3 +-- 3 files changed, 3 insertions(+), 4 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js index 1e121d22..0fd1e46c 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js @@ -1,6 +1,6 @@ //VERSION=3 -const nDays = 20; // The number of days to load data for +const nDays = 10; // The number of days to load data for const scaleFactor = 1000; // The scale factor for the SWC values const vmin = 0.1; // The minimum value of the colormap const vmax = 0.4; // The maximum value of the colormap diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js index 91641371..32628325 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js @@ -1,6 +1,6 @@ //VERSION=3 -const nDays = 20; // The number of days to load data for +const nDays = 10; // The number of days to load data for const scaleFactor = 1000; // The scale factor for the SWC values function setup() { diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index 8348fc38..123ac66a 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -1,6 +1,6 @@ //VERSION=3 -const nDays = 20; // The number of days to load data for +const nDays = 10; // The number of days to load data for const scaleFactor = 1000; // The scale factor for the SWC values const vmin = 0.1; // The minimum value of the colormap const vmax = 0.4; // The maximum value of the colormap @@ -10,7 +10,6 @@ function setup() { input: ["SWC", "dataMask"], output: [ { id: "default", bands: 4, - sampleType: "FLOAT32", } ], mosaicking: "ORBIT" From d53b4e8dced88525096b6b32ed63a4ec736a89e8 Mon Sep 17 00:00:00 2001 From: Thomas Frederikse Date: 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a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index ecc8e76f..b279cc1e 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -8,6 +8,16 @@ scripts: - [Visualization, script.js] - [EO Browser, eob.js] - [Raw Values, raw.js] +examples: +- zoom: '10' + lat: '41.2' + lng: '-93.8' + datasetId: SWC-SMAP-L_V5.0_1000 + fromTime: '2023-03-01T00:00:00.000Z' + toTime: '2023-03-30T23:59:59.999Z' + platform: + - EOB + evalscripturl: https://custom-scripts.sentinel-hub.com/custom-scripts/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js --- Here, we show how to compute and show derived root-zone soil water content (DRSWC) using the Sentinel Hub EO Browser. DRSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. From 522dbd975ebb982cef7023c5d3645d28a2d06adb Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Tue, 22 Oct 2024 15:37:00 +0200 Subject: [PATCH 07/21] Change DRSWC to DRZSWC and add 'near' to surface swc --- ...wc_22_05_26.png => sh_drzswc_22_05_26.png} | Bin .../index.md | 19 ++++++++++-------- 2 files changed, 11 insertions(+), 8 deletions(-) rename planetary-variables/soil-water-content/derived-root-zone-soil-water-content/fig/{sh_drswc_22_05_26.png => sh_drzswc_22_05_26.png} (100%) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/fig/sh_drswc_22_05_26.png b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/fig/sh_drzswc_22_05_26.png similarity index 100% rename from planetary-variables/soil-water-content/derived-root-zone-soil-water-content/fig/sh_drswc_22_05_26.png rename to planetary-variables/soil-water-content/derived-root-zone-soil-water-content/fig/sh_drzswc_22_05_26.png diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index b279cc1e..f1d41eb1 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -19,23 +19,26 @@ examples: - EOB evalscripturl: https://custom-scripts.sentinel-hub.com/custom-scripts/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js --- -Here, we show how to compute and show derived root-zone soil water content (DRSWC) using the Sentinel Hub EO Browser. DRSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. +## General description +Here, we show how to compute and show derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. | Near-surface soil water content (May 26, 2022) | Derived root-zone soil water content (May 26, 2022) | Sentinel-2 image (June 20, 2022) | |:----:|:----:|:----:| -| ![Near-surface soil water content](fig/sh_swc_22_05_26.png) | ![Derived root-zone soil water content](fig/sh_drswc_22_05_26.png) | ![Sentinel-2 image](fig/sh_opt_22_06_20.jpeg) | +| ![Near-surface soil water content](fig/sh_swc_22_05_26.png) | ![Derived root-zone soil water content](fig/sh_drzswc_22_05_26.png) | ![Sentinel-2 image](fig/sh_opt_22_06_20.jpeg) | | Link | Link | Link| -In the figure above, we show surface and root-zone soil water content in Iowa on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. +TODO: add colorbars? + +In the figure above, we show near-surface and root-zone soil water content in Iowa in The United States, on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. ## Deriving root-zone soil water content from satellite observations using an exponential filter -The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, surface soil water content tends to react more and faster on precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $t$ of RZSWC $R$ as a simple diffusion process that is a function of surface soil water content $S$ [Wagner et al., 1998]: +The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, near-surface soil water content tends to react more and faster on precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $t$ of DRZSWC $R$ as a simple diffusion process that is a function of near-surface soil water content $S$ [Wagner et al., 1998]: $$ \frac{\partial R(t)}{\partial t} = \frac{1}{T} \left[S(t) - R(t)\right]. $$ -Here, $T$ is a time constant that sets the typical time scale that determines how quickly RZSWC reacts to changes in surface SWC. +Here, $T$ is a time constant that sets the typical time scale that determines how quickly DRZSWC reacts to changes in near-surface SWC. -Because we do not have continuous measurements of surface soil water content, we need to discretize this differential equation. Albergel et al. [2008] and Paulik et al. [2014] have proposed a recursive equation to solve this system, that computes DRSWC for each time step $n$ for which we have an observation of $S$: +Because we do not have continuous measurements of near-surface soil water content, we need to discretize this differential equation. Albergel et al. [2008] and Paulik et al. [2014] have proposed a recursive equation to solve this system, that computes DRZSWC for each time step $n$ for which we have an observation of $S$: $$ R_n = R_{n-1} + K_n \cdot \left[S_n - R_{n-1} \right] $$ @@ -45,9 +48,9 @@ K_n = \frac{K_{n-1}}{K_{n-1} + e^{-{\Delta t / T}}} $$ $\Delta t$ is the time between the two consecutive observations. For the first time step, we set $R_1 = S_1$ and $K_n = 1$. -The time constant $T$ sets the response time of RSWC to surface SWC changes, and depends to the soil type and the depth of the root zone. Here, $T$ has been set to 10 days, which follows Albergel et al. [2008] for a root zone soil layer of about 1 meter. +The time constant $T$ sets the response time of DRZSWC to near-surface SWC changes, and depends to the soil type and the depth of the root zone. Here, $T$ has been set to 10 days, which follows Albergel et al. [2008] for a root-zone soil layer of about 1 meter. -The effect of setting $T$ can be seen in the figure below, which shows a typical surface SWC time series from the Netherlands, measured by SMAP: +The effect of setting $T$ can be seen in the figure below, which shows a typical near-surface SWC time series from the Netherlands, measured by SMAP: ![Root-zone SWC for various values of $T$](fig/ts_varying_T.png "Root-zone SWC for various values of T") From 54c500af2ce8a1e776b0128f4b26e75cdc06a6b8 Mon Sep 17 00:00:00 2001 From: Thomas Frederikse Date: Tue, 22 Oct 2024 15:59:28 +0200 Subject: [PATCH 08/21] Change abbreviation in time series figure to DRZSWC and add colorbar to maps --- .../fig/sh_drzswc_22_05_26.png | Bin 39815 -> 24946 bytes .../fig/sh_swc_22_05_26.png | Bin 42775 -> 22075 bytes .../fig/ts_varying_T.png | Bin 50459 -> 51253 bytes 3 files changed, 0 insertions(+), 0 deletions(-) diff --git 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z9>Ely@8@QrCBG9YrL;q%Uup^GMA(~kK4ZY*|20k)l9&G@J4O)xR`YPe>vVQwvUU_s zYRG}VD4$wxz0NeB9%#MEl~feY6O(X0-E-aA@EK}u=RRtZNBr>j#8icw8-9h}T|+)! zonxip9${eqc$D;`R0f`3Y4xGPrO?72D}=rGv)O2412lgU8Basa zLD%Hf;8rw~zUPvg!$K7sS1LfiP;0iI&A4^?^k?RI!^K{vT?P{>M!p8HqDx49x>o;Z$AY82ZLTAD75DAopl}0 z2E)fI@z!vW>~qu+V`lml^rg02$}cx2D-<&pL1Q_qg*o5gO@6Jsad`iHB* zPr_SSmFr&m)(Js2qj}^%`lI{sICQsHfcIo?m&c**+&&fv8{qN& zg25;0U>D=DOjV8~N$Kbsplw8~7^0PFS0{Yr|D4(|5DOU(1#x$KZVw*UN0O5VhX$0l zp3mK*il6ctFT_%sOzdE)CT3Ba`R2tU!@R|n-oJeJCs%r$`e$vKoM0?(wmo%Xkcl)i zhy|ZM?HV}W%mCk-Wl0k&WEKB+zJW#c?{Eja#=4FPPI> Date: Tue, 22 Oct 2024 17:00:42 +0200 Subject: [PATCH 09/21] Fix EO browser example and remove todo comment --- .../index.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index f1d41eb1..57ffb8a0 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -1,5 +1,5 @@ --- -title: Soil Water Content +title: Derived Root-Zone Soil Water Content grand_parent: Planetary Variables parent: Soil Water Content layout: script @@ -9,15 +9,18 @@ scripts: - [EO Browser, eob.js] - [Raw Values, raw.js] examples: -- zoom: '10' +- zoom: '11' lat: '41.2' lng: '-93.8' - datasetId: SWC-SMAP-L_V5.0_1000 - fromTime: '2023-03-01T00:00:00.000Z' - toTime: '2023-03-30T23:59:59.999Z' + datasetId: '858254ae-0f29-4152-ac53-449efa00bbb0' + fromTime: '2022-5-01T00:00:00.000Z' + toTime: '2022-05-26T23:59:59.999Z' platform: - EOB evalscripturl: https://custom-scripts.sentinel-hub.com/custom-scripts/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js + additionalQueryParams: + - - themeId + - PLANET_SANDBOX --- ## General description Here, we show how to compute and show derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. @@ -25,9 +28,6 @@ Here, we show how to compute and show derived root-zone soil water content (DRZS | Near-surface soil water content (May 26, 2022) | Derived root-zone soil water content (May 26, 2022) | Sentinel-2 image (June 20, 2022) | |:----:|:----:|:----:| | ![Near-surface soil water content](fig/sh_swc_22_05_26.png) | ![Derived root-zone soil water content](fig/sh_drzswc_22_05_26.png) | ![Sentinel-2 image](fig/sh_opt_22_06_20.jpeg) | -| Link | Link | Link| - -TODO: add colorbars? In the figure above, we show near-surface and root-zone soil water content in Iowa in The United States, on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. From 243549209877e95cec7486593c2d948ce7479337 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Tue, 22 Oct 2024 17:01:07 +0200 Subject: [PATCH 10/21] Add DRZSWC to index list --- planetary-variables/soil-water-content/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/planetary-variables/soil-water-content/index.md b/planetary-variables/soil-water-content/index.md index 41b84178..0992ca32 100644 --- a/planetary-variables/soil-water-content/index.md +++ b/planetary-variables/soil-water-content/index.md @@ -13,3 +13,4 @@ Planet's SWC product provides near-daily measurements at spatial resolutions of - [Soil Water Content Visualization]({% link planetary-variables/soil-water-content/soil-water-content-visualization/index.md %}) - [Soil Water Content Anomaly]({% link planetary-variables/soil-water-content/soil-water-content-anomaly/index.md %}) +- [Derived Root-Zone Soil Water Content]({% link planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md %}) From ad6dd8e32aee2a2a0a310a37dbfbed006763f7e3 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Tue, 22 Oct 2024 17:03:32 +0200 Subject: [PATCH 11/21] Update invalid date --- .../derived-root-zone-soil-water-content/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index 57ffb8a0..36f1b938 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -13,7 +13,7 @@ examples: lat: '41.2' lng: '-93.8' datasetId: '858254ae-0f29-4152-ac53-449efa00bbb0' - fromTime: '2022-5-01T00:00:00.000Z' + fromTime: '2022-05-01T00:00:00.000Z' toTime: '2022-05-26T23:59:59.999Z' platform: - EOB From 48bbd21611ea2b073e061f9cd719dfb23d77ebaa Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 13:06:03 +0200 Subject: [PATCH 12/21] Ensure an object is always returned --- .../derived-root-zone-soil-water-content/eob.js | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js index 0fd1e46c..acc841e8 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js @@ -105,10 +105,20 @@ const visualizer = new ColorRampVisualizer(cmap); function evaluatePixel(samples, scenes) { // When there are no dates, return no data - if (samples.length == 0) return [NaN, NaN, NaN, 0]; + if (samples.length == 0) return { + default: [NaN, NaN, NaN, 0], + index: [NaN], + eobrowserStats: [NaN], + dataMask: [0], + } ; // When there is no data for the last day, don't run calculation, return no data - if (!samples[0].dataMask) return [NaN, NaN, NaN, 0]; + if (!samples[0].dataMask) return { + default: [NaN, NaN, NaN, 0], + index: [NaN], + eobrowserStats: [NaN], + dataMask: [0], + } ; // Extract dates, data mask and scaled SWC values and sort them ascending (oldes to newest) var datesASC = scenes.map(scene => new Date(scene.date)).reverse(); From 0e91c25036280ea767b95269bdd92e81b2bec9d2 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 13:40:39 +0200 Subject: [PATCH 13/21] Fix broken formula's, update example coordiate and update headers --- .../index.md | 44 +++++++++++-------- 1 file changed, 26 insertions(+), 18 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index 36f1b938..a31395e7 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -10,8 +10,8 @@ scripts: - [Raw Values, raw.js] examples: - zoom: '11' - lat: '41.2' - lng: '-93.8' + lat: '41.1921' + lng: '-93.845' datasetId: '858254ae-0f29-4152-ac53-449efa00bbb0' fromTime: '2022-05-01T00:00:00.000Z' toTime: '2022-05-26T23:59:59.999Z' @@ -23,47 +23,55 @@ examples: - PLANET_SANDBOX --- ## General description -Here, we show how to compute and show derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. +Here, we show how to compute and visualize derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. + +## Description of representative images | Near-surface soil water content (May 26, 2022) | Derived root-zone soil water content (May 26, 2022) | Sentinel-2 image (June 20, 2022) | |:----:|:----:|:----:| | ![Near-surface soil water content](fig/sh_swc_22_05_26.png) | ![Derived root-zone soil water content](fig/sh_drzswc_22_05_26.png) | ![Sentinel-2 image](fig/sh_opt_22_06_20.jpeg) | -In the figure above, we show near-surface and root-zone soil water content in Iowa in The United States, on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. +In the figure above, we show near-surface and root-zone soil water content in Iowa (USA), on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. + +## Algorithm +The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, near-surface soil water content tends to react more and faster on precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $$t$$ of DRZSWC $$R$$ as a simple diffusion process that is a function of near-surface soil water content $$S$$ [Wagner et al., 1998]: -## Deriving root-zone soil water content from satellite observations using an exponential filter -The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, near-surface soil water content tends to react more and faster on precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $t$ of DRZSWC $R$ as a simple diffusion process that is a function of near-surface soil water content $S$ [Wagner et al., 1998]: $$ \frac{\partial R(t)}{\partial t} = \frac{1}{T} \left[S(t) - R(t)\right]. $$ -Here, $T$ is a time constant that sets the typical time scale that determines how quickly DRZSWC reacts to changes in near-surface SWC. -Because we do not have continuous measurements of near-surface soil water content, we need to discretize this differential equation. Albergel et al. [2008] and Paulik et al. [2014] have proposed a recursive equation to solve this system, that computes DRZSWC for each time step $n$ for which we have an observation of $S$: +Here, $$T$$ is a time constant that sets the typical time scale that determines how quickly DRZSWC reacts to changes in near-surface SWC. + +Because we do not have continuous measurements of near-surface soil water content, we need to discretize this differential equation. Albergel et al. [2008] and Paulik et al. [2014] have proposed a recursive equation to solve this system, that computes DRZSWC for each time step $$n$$ for which we have an observation of $$S$$: + $$ R_n = R_{n-1} + K_n \cdot \left[S_n - R_{n-1} \right] $$ -The gain $K$ is defined as + +The gain $$K$$ is defined as: + $$ K_n = \frac{K_{n-1}}{K_{n-1} + e^{-{\Delta t / T}}} $$ -$\Delta t$ is the time between the two consecutive observations. For the first time step, we set $R_1 = S_1$ and $K_n = 1$. -The time constant $T$ sets the response time of DRZSWC to near-surface SWC changes, and depends to the soil type and the depth of the root zone. Here, $T$ has been set to 10 days, which follows Albergel et al. [2008] for a root-zone soil layer of about 1 meter. +$$\Delta t$$ is the time between the two consecutive observations. For the first time step, we set $$R_1 = S_1$$ and $$K_n = 1$$. + +The time constant $$T$$ sets the response time of DRZSWC to near-surface SWC changes, and depends to the soil type and the depth of the root zone. Here, $$T$$ has been set to 10 days, which follows Albergel et al. [2008] for a root-zone soil layer of about 1 meter. -The effect of setting $T$ can be seen in the figure below, which shows a typical near-surface SWC time series from the Netherlands, measured by SMAP: +The effect of setting $$T$$ can be seen in the figure below, which shows a typical near-surface SWC time series from the Netherlands, measured by SMAP: -![Root-zone SWC for various values of $T$](fig/ts_varying_T.png "Root-zone SWC for various values of T") +![Root-zone SWC for various values of $$T$$](fig/ts_varying_T.png "Root-zone SWC for various values of T") -The longer the time constant $T$, the more the high-frequency variations in SWC are damped. Also note here that the procedure needs some spin-up days. +The longer the time constant $$T$$, the more the high-frequency variations in SWC are damped. Also note here that the procedure needs some spin-up days. ## References -- Albergel, C., Rüdiger, C., Pellarin, T., Calvet, J.-C., Fritz, N., Froissard, F., Suquia, D., Petitpa, A., Piguet, B., & Martin, E. (2008). From near-surface to root-zone soil moisture using an exponential filter: An assessment of the method based on in-situ observations and model simulations. Hydrology and Earth System Sciences, 12(6), 1323–1337. https://doi.org/10.5194/hess-12-1323-2008 +- Albergel, C., Rüdiger, C., Pellarin, T., Calvet, J.-C., Fritz, N., Froissard, F., Suquia, D., Petitpa, A., Piguet, B., & Martin, E. (2008). From near-surface to root-zone soil moisture using an exponential filter: An assessment of the method based on in-situ observations and model simulations. Hydrology and Earth System Sciences, 12(6), 1323–1337. [https://doi.org/10.5194/hess-12-1323-2008](https://doi.org/10.5194/hess-12-1323-2008) -- Paulik, C., Dorigo, W., Wagner, W., & Kidd, R. (2014). Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network. International Journal of Applied Earth Observation and Geoinformation, 30, 1–8. https://doi.org/10.1016/j.jag.2014.01.007 +- Paulik, C., Dorigo, W., Wagner, W., & Kidd, R. (2014). Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network. International Journal of Applied Earth Observation and Geoinformation, 30, 1–8. [https://doi.org/10.1016/j.jag.2014.01.007](https://doi.org/10.1016/j.jag.2014.01.007) -- Stocker, B. D., Tumber-Dávila, S. J., Konings, A. G., Anderson, M. C., Hain, C., & Jackson, R. B. (2023). Global patterns of water storage in the rooting zones of vegetation. Nature Geoscience. https://doi.org/10.1038/s41561-023-01125-2 +- Stocker, B. D., Tumber-Dávila, S. J., Konings, A. G., Anderson, M. C., Hain, C., & Jackson, R. B. (2023). Global patterns of water storage in the rooting zones of vegetation. Nature Geoscience. [https://doi.org/10.1038/s41561-023-01125-2](https://doi.org/10.1038/s41561-023-01125-2) -- Wagner, W., Lemoine, G., & Rott, H. (1999). A Method for Estimating Soil Moisture from ERS Scatterometer and Soil Data. Remote Sensing of Environment, 70(2), 191–207. https://doi.org/10.1016/S0034-4257(99)00036-X +- Wagner, W., Lemoine, G., & Rott, H. (1999). A Method for Estimating Soil Moisture from ERS Scatterometer and Soil Data. Remote Sensing of Environment, 70(2), 191–207. [https://doi.org/10.1016/S0034-4257(99)00036-X](https://doi.org/10.1016/S0034-4257(99)00036-X) ## Useful links - [SWC Technical specifications](https://developers.planet.com/docs/planetary-variables/soil-water-content-technical-specification/) From e55db72b3468c64b29e5214644bdf291779d3d5c Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 14:02:35 +0200 Subject: [PATCH 14/21] Simplify output definition in setup --- .../derived-root-zone-soil-water-content/raw.js | 6 +----- .../derived-root-zone-soil-water-content/script.js | 5 +---- 2 files changed, 2 insertions(+), 9 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js index 32628325..c4a327a7 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/raw.js @@ -6,11 +6,7 @@ const scaleFactor = 1000; // The scale factor for the SWC values function setup() { return { input: ["SWC", "dataMask"], - output: [ - { id: "default", bands: 1, - sampleType: "FLOAT32", - } - ], + output: { bands: 1, sampleType: "FLOAT32" }, mosaicking: "ORBIT" }; } diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index 123ac66a..df0f4e93 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -8,10 +8,7 @@ const vmax = 0.4; // The maximum value of the colormap function setup() { return { input: ["SWC", "dataMask"], - output: [ - { id: "default", bands: 4, - } - ], + output: { bands: 4 }, mosaicking: "ORBIT" }; } From cbfd8065a6fee5702230671992ce1b2c5d76440a Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 14:59:38 +0200 Subject: [PATCH 15/21] Use 100m data in EO browser example --- .../derived-root-zone-soil-water-content/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index a31395e7..eaf0f092 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -12,7 +12,7 @@ examples: - zoom: '11' lat: '41.1921' lng: '-93.845' - datasetId: '858254ae-0f29-4152-ac53-449efa00bbb0' + datasetId: '65f7e4fb-a27a-4fae-8d79-06a59d7e6ede' fromTime: '2022-05-01T00:00:00.000Z' toTime: '2022-05-26T23:59:59.999Z' platform: From 3124fc5646b4ce0f2240a1f7b25af3c22c7f3a80 Mon Sep 17 00:00:00 2001 From: AmberMulder <46423091+AmberMulder@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:44:27 +0200 Subject: [PATCH 16/21] Fix typo's Co-authored-by: Jonas <53001455+jonasViehweger@users.noreply.github.com> --- .../derived-root-zone-soil-water-content/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index eaf0f092..26cc7199 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -23,7 +23,7 @@ examples: - PLANET_SANDBOX --- ## General description -Here, we show how to compute and visualize derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observed soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the upper-layed SWC observed by satellites, we can use an exponential filter. +Here, we show how to compute and visualize derived root-zone soil water content (DRZSWC) using the Sentinel Hub EO Browser. DRZSWC is an estimate of the amount of water in the soil in the root zone: the depth range over which plant roots take up most of their water. The root zone depends on the type of vegetation, but typically covers the upper 100 cm of the soil [Stocker et al., 2023]. With satellites, we can observe soil water content (SWC) in the upper layer of the soil, typically covering the first 5 to 10 cm. To estimate SWC in the root zone from the near-surface SWC observed by satellites, we can use an exponential filter. ## Description of representative images From 950aefcf34573f84bd0dd7fa3797b06601b88824 Mon Sep 17 00:00:00 2001 From: AmberMulder <46423091+AmberMulder@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:45:40 +0200 Subject: [PATCH 17/21] Change 'on' to 'to' Co-authored-by: Jonas <53001455+jonasViehweger@users.noreply.github.com> --- .../derived-root-zone-soil-water-content/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index 26cc7199..953c6d02 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -34,7 +34,7 @@ Here, we show how to compute and visualize derived root-zone soil water content In the figure above, we show near-surface and root-zone soil water content in Iowa (USA), on a rainy day after a dry period. The surface has become wet (blue), while the deeper root zone is still dry (yellow) due to the long dry spell. ## Algorithm -The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, near-surface soil water content tends to react more and faster on precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $$t$$ of DRZSWC $$R$$ as a simple diffusion process that is a function of near-surface soil water content $$S$$ [Wagner et al., 1998]: +The main drivers of SWC changes (precipitation and evaporation) happen at the surface. As a result, near-surface soil water content tends to react more and faster to precipitation and evaporation than soil water content in the deeper root zone. Omitting lateral transport and drainage to deeper layers, we can describe the changes over time $$t$$ of DRZSWC $$R$$ as a simple diffusion process that is a function of near-surface soil water content $$S$$ [Wagner et al., 1998]: $$ \frac{\partial R(t)}{\partial t} = \frac{1}{T} \left[S(t) - R(t)\right]. From 947fa4a315812828f5899d1358992fbe12dde95c Mon Sep 17 00:00:00 2001 From: AmberMulder <46423091+AmberMulder@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:47:17 +0200 Subject: [PATCH 18/21] Directly initialize ColorRampVisualizer with vmin and vmax Co-authored-by: Jonas <53001455+jonasViehweger@users.noreply.github.com> --- .../derived-root-zone-soil-water-content/script.js | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index df0f4e93..701b52b1 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -94,8 +94,7 @@ const cmap = [ ]; // Prepare colormap based on provided min and max values -updateColormap(vmin, vmax); -const visualizer = new ColorRampVisualizer(cmap); +const visualizer = new ColorRampVisualizer(cmap, vmin, vmax); function evaluatePixel(samples, scenes) { From d545dc46faf85899dfa9189a45e6da54618ac216 Mon Sep 17 00:00:00 2001 From: AmberMulder <46423091+AmberMulder@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:47:47 +0200 Subject: [PATCH 19/21] Remove unused updateColormap function Co-authored-by: Jonas <53001455+jonasViehweger@users.noreply.github.com> --- .../derived-root-zone-soil-water-content/script.js | 7 ------- 1 file changed, 7 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index 701b52b1..bb30cf91 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -60,13 +60,6 @@ function expFilter(swc, dataMask, dates, timeConst) { } -function updateColormap(vmin, vmax) { - const numIntervals = cmap.length; - const intervalLength = (vmax - vmin) / (numIntervals - 1); - for (let i = 0; i < numIntervals; i++) { - cmap[i][0] = vmin + intervalLength * i; - } -} const cmap = [ From 60e9175eb65449cded6265016030d8010dd55e2e Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 16:55:14 +0200 Subject: [PATCH 20/21] Remove abundant spaces --- .../derived-root-zone-soil-water-content/script.js | 2 -- 1 file changed, 2 deletions(-) diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js index bb30cf91..cf483f7d 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js @@ -60,8 +60,6 @@ function expFilter(swc, dataMask, dates, timeConst) { } - - const cmap = [ [0.0, 0xfff7ea], [0.05, 0xfaedda], From 735565998fe6df714f1e8671bb0ed047848cdc32 Mon Sep 17 00:00:00 2001 From: Amber Mulder Date: Wed, 23 Oct 2024 16:57:11 +0200 Subject: [PATCH 21/21] Remove EOB script and update EO example to use normal visualization script --- .../eob.js | 140 ------------------ .../index.md | 3 +- 2 files changed, 1 insertion(+), 142 deletions(-) delete mode 100644 planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js deleted file mode 100644 index acc841e8..00000000 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js +++ /dev/null @@ -1,140 +0,0 @@ -//VERSION=3 - -const nDays = 10; // The number of days to load data for -const scaleFactor = 1000; // The scale factor for the SWC values -const vmin = 0.1; // The minimum value of the colormap -const vmax = 0.4; // The maximum value of the colormap - -function setup() { - return { - input: ["SWC", "dataMask"], - output: [ - { id: "default", bands: 4 }, - { id: "index", bands: 1, sampleType: "FLOAT32" }, - { id: "eobrowserStats", bands: 1, sampleType: "FLOAT32" }, - { id: "dataMask", bands: 1 }, - ], - mosaicking: "ORBIT" - }; -} - - -function preProcessScenes(collections){ - collections.scenes.orbits = collections.scenes.orbits.filter(function (orbit) { - var orbitDateFrom = new Date(orbit.dateFrom) - // Select all images within the last nDays - return orbitDateFrom.getTime() >= (collections.to.getTime() - (nDays * 24 * 3600 * 1000)); - }) - return collections -} - - -function expFilter(swc, dataMask, dates, timeConst) { - let deltaDays = 0; // Initialize time difference with previous valid time [Unit days] - let gain = 1.0; // Initialize gain - let referenceIndex = -1; // Initialize index of the first day with data - let referenceDate = NaN; // Initialize date of the first day with data - let referenceSWC = NaN; // Initialize SWC value of the first day with data - - // Find the first day with data in the time series - for (let i = 0; i < dates.length; i++) { - if (dataMask[i]) { - // Set index, date and SWC initial values to the first date with data - referenceIndex = i; - referenceDate = dates[i]; - referenceSWC = swc[i]; - break; - } - } - - // Set first day of derived root-zone SWC equal to surface SWC - let drzswc = referenceSWC; - - if (referenceIndex > -1) { - // Only apply the filter if there is at least one valid value in the time series - for (let i = referenceIndex; i < dates.length; i++) { - if (dataMask[i]) { - deltaDays = (dates[i] - referenceDate) / (24 * 3600 * 1000); - gain = gain / (gain + Math.exp(-deltaDays / timeConst)); - drzswc = drzswc + gain * (swc[i] - drzswc); - referenceDate = dates[i] - } - } - } - return [drzswc]; -} - - -function updateColormap(vmin, vmax) { - const numIntervals = cmap.length; - const intervalLength = (vmax - vmin) / (numIntervals - 1); - for (let i = 0; i < numIntervals; i++) { - cmap[i][0] = vmin + intervalLength * i; - } -} - - -const cmap = [ - [0.0, 0xfff7ea], - [0.05, 0xfaedda], - [0.1, 0xede4cb], - [0.15, 0xdedcbd], - [0.2, 0xced3af], - [0.25, 0xbdcba3], - [0.3, 0xaac398], - [0.35, 0x96bc90], - [0.4, 0x80b48a], - [0.45, 0x68ac86], - [0.5, 0x4da484], - [0.55, 0x269c83], - [0.6, 0x009383], - [0.65, 0x008a85], - [0.7, 0x008186], - [0.75, 0x007788], - [0.8, 0x006d8a], - [0.85, 0x00618c], - [0.9, 0x00558d], - [0.95, 0x00478f], - [1.0, 0x003492], -]; - -// Prepare colormap based on provided min and max values -updateColormap(vmin, vmax); -const visualizer = new ColorRampVisualizer(cmap); - - -function evaluatePixel(samples, scenes) { - // When there are no dates, return no data - if (samples.length == 0) return { - default: [NaN, NaN, NaN, 0], - index: [NaN], - eobrowserStats: [NaN], - dataMask: [0], - } ; - - // When there is no data for the last day, don't run calculation, return no data - if (!samples[0].dataMask) return { - default: [NaN, NaN, NaN, 0], - index: [NaN], - eobrowserStats: [NaN], - dataMask: [0], - } ; - - // Extract dates, data mask and scaled SWC values and sort them ascending (oldes to newest) - var datesASC = scenes.map(scene => new Date(scene.date)).reverse(); - var swcASC = samples.map(sample => sample.SWC / scaleFactor).reverse(); - var dataMaskASC = samples.map(sample => sample.dataMask).reverse(); - - // Calculate derived root-zone SWC by applying exponential filter - const drzswc = expFilter(swcASC, dataMaskASC, datesASC, nDays); - - // Apply colormap - let imgVals = visualizer.process(drzswc); - - return { - default: [...imgVals, samples[0].dataMask], - index: [drzswc], - eobrowserStats: [drzswc], - dataMask: [samples[0].dataMask], - } -} \ No newline at end of file diff --git a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md index 953c6d02..e4337cf6 100644 --- a/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md +++ b/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md @@ -6,7 +6,6 @@ layout: script nav_exclude: false scripts: - [Visualization, script.js] - - [EO Browser, eob.js] - [Raw Values, raw.js] examples: - zoom: '11' @@ -17,7 +16,7 @@ examples: toTime: '2022-05-26T23:59:59.999Z' platform: - EOB - evalscripturl: https://custom-scripts.sentinel-hub.com/custom-scripts/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/eob.js + evalscripturl: https://custom-scripts.sentinel-hub.com/custom-scripts/planetary-variables/soil-water-content/derived-root-zone-soil-water-content/script.js additionalQueryParams: - - themeId - PLANET_SANDBOX