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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "0",
+ "metadata": {},
+ "source": [
+ "# Glacier mass change data from satellite and in-situ observations: resolution and coverage for trend analysis"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1",
+ "metadata": {},
+ "source": [
+ "Production date: 31-05-2025\n",
+ "\n",
+ "Dataset version: WGMS-FOG-2023-09\n",
+ "\n",
+ "Produced by: Yoni Verhaegen and Philippe Huybrechts (Vrije Universiteit Brussel)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2",
+ "metadata": {},
+ "source": [
+ "## 🌍 Use case: Using glaciers and their mass changes as indicators for climatic changes at the regional and global scale "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3",
+ "metadata": {},
+ "source": [
+ "## ❓ Quality assessment question\n",
+ "* **\"Does the glacier mass change dataset have adequate spatial/temporal resolution, coverage (extent) and sampling density to derive multi-year trends in glacier mass changes, hereby enabling their use as indicators of climate change?\"**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4",
+ "metadata": {},
+ "source": [
+ "Glaciers significantly impact global sea-level rise, freshwater resources, natural hazards, hydro-power generation, recreation and tourism. Assessing glacier mass changes due to climate warming is therefore crucial for addressing these issues. The \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" (version WGMS-FOG-2023-09) on the Climate Data Store (CDS), offers a global coverage of glacier mass changes by integrating in-situ, aerial, and satellite data [[1](https://wgms.ch/), [2](https://doi.org/10.5194/essd-17-1977-2025)]. The gridded glaciers mass change dataset that is on the CDS is currently one of the most complete dataset of glacier mass change data in terms of its spatial coverage. It is generally considered the main reference dataset to determine long-term glacier mass changes across the globe. \n",
+ "\n",
+ "When measured over a long period and at extended geographical scales, trends in glacier mass balance can be considered a clear indicator of global climate change [[3](https://doi.org/10.1038/s41586-019-1071-0)]. Despite some known issues, this dataset provides valuable insights into glacier mass changes across spatial and temporal scales. This notebook examines the dataset's suitability as a global climate change indicator, focusing on its resolution, coverage, and ability to reveal long-term trends in glacier mass balance."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5",
+ "metadata": {},
+ "source": [
+ "## 📢 Quality assessment statements"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6",
+ "metadata": {},
+ "source": [
+ "```{admonition} These are the key outcomes of this assessment\n",
+ ":class: note\n",
+ "\n",
+ "- With its consistent global coverage since 1975-76, annual temporal resolution and a spatial resolution of 0.5° x 0.5°, the dataset meets the minimum international standards concerning spatio-temporal resolution and extent for the data to be useful in climate change analysis and for climate monitoring to become possible [[4](https://library.wmo.int/records/item/58111-the-2022-gcos-ecvs-requirements-gcos-245)]. The dataset thus enables the detection of reliable climate trends and statistical analyses (mean, variability, trends), whereas the gridded format supports monitoring glacier mass changes at the local (pixel), regional, and global scales. Observed trends in glacier mass loss from the dataset furthermore align with theoretical models of the response of glaciers to climate warming, adding further credibility to the dataset. Additionally, majority of pixel-based linear mass change trends have been found to be statistically significant at $\\alpha$ = 0.05. \n",
+ "- Concerning limitations, it must be said that the dataset lacks quantitative estimates of the sampling density, despite the fact that the dataset's mass change estimates strongly depend on a small subset of annually in-situ sampled glaciers. This potentially affects glacier mass change representativeness, particularly for glaciers that are far from directly observed neighboring glaciers. Since the data represent mass changes from all glaciers within a certain grid box, users should also keep in mind that mass change are not available at the individual glacier scale, limiting applications that involve individual glaciers. Moreover, since grid cells are not of the same absolute surface area and decrease in size at higher latitudes, mass change artefacts may arise in polar regions if individual glaciers are larger than the cell size. \n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7",
+ "metadata": {},
+ "source": [
+ "## 📋 Methodology"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8",
+ "metadata": {},
+ "source": [
+ "### Dataset description"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9",
+ "metadata": {},
+ "source": [
+ "The mass balance of a glacier is the difference between mass gained (mainly from snow accumulation) and mass lost (by meltwater runoff or solid ice discharge into lakes/the ocean), which is the same as the net mass change of a glacier over its surface area $A$: \n",
+ "\n",
+ "$\\Delta{M} = \\dfrac{1}{A} \\int\\limits_{A} b_a dA - \\dfrac{1}{A} \\int\\limits_{P} d_a dP$\n",
+ "\n",
+ "where:\n",
+ "\n",
+ "$b_a = \\int\\limits^{t_1}_{t_0}b_s dt$, with $b_s = ACC - ABL$ [kg m$^{-2}$ yr$^{-1}$]\n",
+ "\n",
+ "$d_a = \\int\\limits^{t_1}_{t_0}d_g dt$, with $d_g = \\rho_{i} \\cdot H \\cdot \\overline{V_P}$ [kg m$^{-1}$ yr$^{-1}$]\n",
+ "\n",
+ "The first term represents the the total annual surface mass balance (i.e. the difference between accumulation and ablation), whereas the second term encompasses the total annual ice discharge across the grounding line $g$ with perimeter $P$. Here, $\\rho_{i}$ is the ice density, $H$ ice thickness and $\\overline{V_P}$ the gate-perpendicular vertically averaged horizontal velocity at the grounding line location. The latter term is considered zero for land-terminating glaciers. Other terms can be included as well, such as the basal and internal mass balances.\n",
+ "\n",
+ "In general, the basis for the derived gridded mass changes are individual measurements (mainly glaciological in-situ local annual surface mass balance measurements) and geodetic air or spaceborne elevation change data (a surface elevation/ice thickness change or an ice volume change over time). These data are converted into an averaged specific mass balance value (i.e. mostly reported with units of meter water equivalent and often shortened to m w.e.) for an individual glacier. Afterwards, the data are submitted to the World Glacier Monitoring Service (WGMS). Further processing of the data results in a glacier mass change product reported over a 0.5° global grid dating back until the 1975-76 hydrological year. Each grid cell therefore contains a time series of total glacier mass change (in Gt yr⁻¹) or mass balance data (in m w.e. yr⁻¹) of all glaciers within the specific grid cell. In this notebook, we use version WGMS-FOG-2023-09. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/pages/viewpage.action?pageId=355349383) (Copernicus Knowledge Base).\n",
+ "\n",
+ "It is important to note that the glaciers with an annual glaciological sample (ca. 500 glaciers) form the basis for the determination of annual mass changes from the remaining glaciers through a complex algorithm of spatial/temporal interpolation and (area-weighted) averaging of these mass change data [[2](https://essd.copernicus.org/preprints/essd-2024-323/)]. Hence, not all glaciers in the dataset exhibit a time series of directly measured annual in-situ mass balance observations, but most glaciers in the dataset are either unobserved or only have (limited and mostly multi-annual) geodetic mass change data available. Glacier mass change data with these geodetic samples are also more prone to uncertainties in general, for example due to uncertainties related to volume to mass conversions. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "10",
+ "metadata": {},
+ "source": [
+ "### Structure and (sub)sections"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "11",
+ "metadata": {},
+ "source": [
+ "**[](section-1)**\n",
+ "* [](section-1-1)\n",
+ "* [](section-1-2)\n",
+ "* [](section-1-3)\n",
+ "\n",
+ "**[](section-2)**\n",
+ "* [](section-2-1)\n",
+ "* [](section-2-2)\n",
+ "* [](section-2-3)\n",
+ "* [](section-2-4)\n",
+ "\n",
+ "**[](section-3)**\n",
+ "* [](section-3-1)\n",
+ "* [](section-3-2)\n",
+ "* [](section-3-3)\n",
+ "\n",
+ "**[](section-4)**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "12",
+ "metadata": {},
+ "source": [
+ "## 📈 Analysis and results"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "13",
+ "metadata": {},
+ "source": [
+ "(section-1)=\n",
+ "### 1. Data preparation and processing"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "14",
+ "metadata": {},
+ "source": [
+ "(section-1-1)=\n",
+ "#### 1.1 Import packages"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "15",
+ "metadata": {},
+ "source": [
+ "First we load the packages:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "16",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import fsspec\n",
+ "import geopandas as gpd\n",
+ "import matplotlib as mpl\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.colors as mcolors\n",
+ "import matplotlib.ticker as mticker\n",
+ "import cartopy.crs as ccrs\n",
+ "import cartopy.feature as cfeature\n",
+ "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import rasterio.features\n",
+ "from rasterio.transform import from_origin\n",
+ "from scipy.stats import linregress\n",
+ "import xskillscore as xs\n",
+ "import os\n",
+ "from c3s_eqc_automatic_quality_control import download\n",
+ "plt.style.use(\"seaborn-v0_8-notebook\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "17",
+ "metadata": {},
+ "source": [
+ "(section-1-2)=\n",
+ "#### 1.2 Define request and download data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "18",
+ "metadata": {},
+ "source": [
+ "Then we define the parameters, i.e. for which years we want the glacier mass change data to be downloaded:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "19",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "period_start = \"1975_1976\"\n",
+ "period_stop = \"2021_2022\"\n",
+ "assert all(\"_\" in period and len(period) == 9 for period in (period_start, period_stop))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "20",
+ "metadata": {},
+ "source": [
+ "Define a function to calculate the sum, linear trend and acceleration:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "id": "21",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define some functions to calculate the sum, linear trends and quadratic trends\n",
+ "\n",
+ "def compute_coeff_and_pvalue(cumsum, degree):\n",
+ " coeff = cumsum.polyfit(\"time\", degree)\n",
+ " (fit,) = xr.polyval(cumsum[\"time\"], coeff).data_vars.values()\n",
+ " p_value = xs.pearson_r_p_value(cumsum.chunk(time=-1), fit.chunk(time=-1), \"time\")\n",
+ " return coeff, p_value\n",
+ "\n",
+ "def compute_time_statistics(ds):\n",
+ " with xr.set_options(keep_attrs=True):\n",
+ " cumsum = ds[\"glacier_mass_change_gt\"].cumsum(\"time\").drop_vars(\"time\")\n",
+ " ds[\"uncertainty_gt\"] = (ds[\"uncertainty_gt\"] ** 2).sum(\"time\") ** (1 / 2)\n",
+ " non_nan_counts = ds[\"glacier_mass_change_gt\"].count(dim=\"time\").where(ds[\"glacier_mass_change_gt\"].count(dim=\"time\") != 0)\n",
+ "\n",
+ " # Sum\n",
+ " ds = ds.sum(\"time\", keep_attrs=True)\n",
+ " for da in ds.data_vars.values():\n",
+ " da.attrs[\"long_name\"] = f\"Sum of {da.attrs['long_name']}\"\n",
+ "\n",
+ " # Linear\n",
+ " coeff, p_value = compute_coeff_and_pvalue(cumsum, 1)\n",
+ " ds[\"Slope\"] = coeff[\"polyfit_coefficients\"].sel(degree=1)\n",
+ " ds[\"Slope\"].attrs = {\n",
+ " \"long_name\": f\"Linear trend of {da.attrs['long_name']}\",\n",
+ " \"units\": f\"{da.attrs['units']} yr$^{-1}$\",\n",
+ " }\n",
+ " ds[\"Pvalue1\"] = p_value\n",
+ " ds[\"Pvalue1\"].attrs = {\n",
+ " \"long_name\": f\"Linear p-value of {da.attrs['long_name']}\",\n",
+ " }\n",
+ "\n",
+ " # Quadratic\n",
+ " coeff, p_value = compute_coeff_and_pvalue(cumsum, 2)\n",
+ " ds[\"Acceleration\"] = 2 * coeff[\"polyfit_coefficients\"].sel(degree=2)\n",
+ " ds[\"Acceleration\"].attrs = {\n",
+ " \"long_name\": f\"Quadratic trend of {da.attrs['long_name']}\",\n",
+ " \"units\": f\"{da.attrs['units']} yr$^{-2}$\",\n",
+ " }\n",
+ " ds[\"Pvalue2\"] = p_value\n",
+ " ds[\"Pvalue2\"].attrs = {\n",
+ " \"long_name\": f\"Quadratic p-value of {da.attrs['long_name']}\",\n",
+ " }\n",
+ "\n",
+ " return ds\n",
+ "\n",
+ "def compute_spatial_statistics(ds):\n",
+ " with xr.set_options(keep_attrs=True):\n",
+ " return ds.sum((\"latitude\", \"longitude\"))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "22",
+ "metadata": {},
+ "source": [
+ "Then we define requests for download from the CDS and download and transform the glacier mass change data."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "id": "23",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Downloading and handling glacier mass change data...\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "100%|██████████| 1/1 [00:00<00:00, 6.46it/s]\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Downloading and data handling done.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Set request\n",
+ "y0_start, y1_start = map(int, period_start.split(\"_\"))\n",
+ "y0_stop, y1_stop = map(int, period_stop.split(\"_\"))\n",
+ "collection_id = \"derived-gridded-glacier-mass-change\"\n",
+ "request = {\n",
+ " \"variable\": \"glacier_mass_change\",\n",
+ " \"product_version\": \"wgms_fog_2023_09\",\n",
+ " \"format\": \"zip\",\n",
+ " \"hydrological_year\": [\n",
+ " f\"{y0}_{str(y1)[-2:]}\"\n",
+ " for y0, y1 in zip(range(y0_start, y0_stop + 1), range(y1_start, y1_stop + 1))\n",
+ " ],\n",
+ "}\n",
+ "\n",
+ "# Download glacier mass change data\n",
+ "print(\"Downloading and handling glacier mass change data...\")\n",
+ "\n",
+ "chunks = {\"hydrological_year\": 1}\n",
+ "ds = download.download_and_transform(\n",
+ " collection_id,\n",
+ " request,\n",
+ " chunks=chunks,\n",
+ " transform_func=compute_time_statistics,\n",
+ " transform_chunks=False,\n",
+ ")\n",
+ "ds_timeseries = download.download_and_transform(\n",
+ " collection_id,\n",
+ " request,\n",
+ ")\n",
+ "\n",
+ "# Customize some attributes\n",
+ "for obj in (ds, ds_timeseries):\n",
+ " for da in obj.data_vars.values():\n",
+ " da.attrs[\"long_name\"] = da.attrs[\"long_name\"].replace(\"_\", \" \").title()\n",
+ "ds_timeseries[\"time\"] = ds_timeseries[\"time\"].dt.year\n",
+ "ds_timeseries[\"time\"].attrs |= {\"long_name\": \"Time\", \"units\": \"yr\"}\n",
+ "\n",
+ "print(\"Downloading and data handling done.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "24",
+ "metadata": {},
+ "source": [
+ "(section-1-3)=\n",
+ "#### 1.3 Display and inspect data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25",
+ "metadata": {},
+ "source": [
+ "Let us inspect the data:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "id": "26",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
Copernicus Climate Change Service (C3S) Essential Climate Variable products derived from observations \n",
+ " C3S2_312a Lot No 4: Land Hydrology and Cryosphere
institution :
World Glacier Monitoring Service - Geography Department - University of Zurich - Zurich - Switzerland
created_by :
Dr. Ines Dussaillant - ines.dussaillant@geo.uzh.ch
references :
Fluctuation of Glaciers (FoG) database version wgms-fog-2023-09
citation :
Dussaillant, I., Bannwart, J., Paul, F., Zemp, M. (2024):Glacier mass change global gridded data from 1976 to present derived from the Fluctuations of Glaciers Database. World Glacier Monitoring Service.
conventions :
CF Version CF-1.8
dataset_description :
Horizontal resolution: 0.5° (latitude - longitude), GCS_WGS_1984Temporal resolution: Annual, hydrological yearTemporal coverage: 1975/76-2021/22Observational sample: 96% of world glaciers with valid observations
dataset_limitations :
Grid-point artefact in polar regions: see Algorithm Theoretical Basis Document v2 section 4.1.1Hydrological year vs calendar year: see Algorithm Theoretical Basis Document v2 section 4.1.2
dataset_improvements :
Improvements of product version WGMS-FOG-2023-09 with respect to version WGMS-FOG-2022-09:1. Adition of three new variables to netcdf4 files: (i) glacier area in square kilometers (km2), (ii) glacier mass change in meters water equivalent (m w.e.), and (iii) glacier mass change uncertainties in m w.e.2. Data checks and quality improvements with respect to previous WGMS-FOG-2022-09 database3. Reduced uncertainties: leave one out cross validation analysis justify change to standard error as a measure of the uncertainties, see Product Quality Assessment Report v1 section 2
comments :
Conversions between annual grid point mass change in gt and mass change in m w.e. see Algorithm Theoretical Basis Document v2 section 3.2.4
"
+ ],
+ "text/plain": [
+ " Size: 487MB\n",
+ "Dimensions: (time: 47, latitude: 360, longitude: 720)\n",
+ "Coordinates:\n",
+ " * time (time) int64 376B 1976 1977 1978 ... 2020 2021 2022\n",
+ " * latitude (latitude) float64 3kB 89.75 89.25 ... -89.75\n",
+ " * longitude (longitude) float64 6kB -179.8 -179.2 ... 179.8\n",
+ "Data variables:\n",
+ " glacier_mass_change_gt (time, latitude, longitude) float64 97MB dask.array\n",
+ " glacier_mass_change_mwe (time, latitude, longitude) float64 97MB dask.array\n",
+ " glacier_area_km2 (time, latitude, longitude) float64 97MB dask.array\n",
+ " uncertainty_gt (time, latitude, longitude) float64 97MB dask.array\n",
+ " uncertainty_mwe (time, latitude, longitude) float64 97MB dask.array\n",
+ "Attributes:\n",
+ " title: Global gridded annual glacier mass changes\n",
+ " data_version: version-wgms-fog-2023-09\n",
+ " project: Copernicus Climate Change Service (C3S) Essential ...\n",
+ " institution: World Glacier Monitoring Service - Geography Depar...\n",
+ " created_by: Dr. Ines Dussaillant - ines.dussaillant@geo.uzh.ch\n",
+ " references: Fluctuation of Glaciers (FoG) database version wgm...\n",
+ " citation: Dussaillant, I., Bannwart, J., Paul, F., Zemp, M. ...\n",
+ " conventions: CF Version CF-1.8\n",
+ " dataset_description: Horizontal resolution: 0.5° (latitude - longitude)...\n",
+ " dataset_limitations: Grid-point artefact in polar regions: see Algorith...\n",
+ " dataset_improvements: Improvements of product version WGMS-FOG-2023-09 w...\n",
+ " comments: Conversions between annual grid point mass change ..."
+ ]
+ },
+ "execution_count": 66,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ds_timeseries"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "27",
+ "metadata": {},
+ "source": [
+ "It is a gridded dataset at a 0.5 by 0.5 degree spatial resolution containing annual values of the total glacier mass change (in Gt yr$^{-1}$) of a grid cell (`glacier_mass_change_gt`) and its uncertainty (`uncertainty_gt`) since the 1975-76 hydrological year. Mass changes (mass balances in this case) and their uncertainty can also be extracted in units of m w.e. yr$^{-1}$ (`glacier_mass_change_mwe` and `uncertainty_mwe`). The parameterized absolute glacier surface area is furthermore also available in this dataset by the variable `glacier_area_km2`. For conversion purposes, glacier mass changes (in Gt yr$^{-1}$) can be converted into glacier mass balances (in m w.e. yr$^{-1}$) by dividing the mass changes (in Gt yr$^{-1}$ multiplied by $1*10^{12}$ to get values in kg yr$^{-1}$) by the product of the density of water (1000 kg m$^{-3}$) and the glacier area (in km$^{2}$ multiplied by $1*10^6$ to get values in m$^2$)."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "28",
+ "metadata": {},
+ "source": [
+ "(section-2)=\n",
+ "### 2. Analysis of spatio-temporal resolution and extent of glacier mass changes"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "29",
+ "metadata": {},
+ "source": [
+ "(section-2-1)=\n",
+ "#### 2.1 Dataset attributes: spatial and temporal resolution "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "30",
+ "metadata": {},
+ "source": [
+ "Let us print some attributes of the dataset to reveal its spatial and temporal resolution:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "id": "31",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Horizontal resolution: 0.5° (latitude - longitude), GCS_WGS_1984Temporal resolution: Annual, hydrological yearTemporal coverage: 1975/76-2021/22Observational sample: 96% of world glaciers with valid observations\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(ds.attrs['dataset_description'])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "32",
+ "metadata": {},
+ "source": [
+ "The dataset has a spatial resolution of 0.5 by 0.5 degrees and a temporal resolution of 1 hydrological year. Although no specific thresholds are given for the spatial resolution of glacier mass change data by GCOS, the annual temporal resolution satisfies the minimum threshold [[4](https://library.wmo.int/records/item/58111-the-2022-gcos-ecvs-requirements-gcos-245)]. The data are not useable to detect mass changes at a finer temporal (e.g. short-term monthly or seasonal changes in glacier mass) or spatial (for individual glaciers) resolution, potentially limiting applications that involve individual glaciers. Note that the usage of a 0.5° grid also implies that not every grid cell has the same absolute surface area. This results in the fact that grid cells are smaller towards the poles, which can result in individual glaciers being larger than the grid surface. This, in turn, may give rise to artificial glacier mass change artefacts in those regions. This would, however, affect only glacier mass changes at local scales (pixels), and not those at the regional or regional spatial scales."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "33",
+ "metadata": {},
+ "source": [
+ "(section-2-2)=\n",
+ "#### 2.2 Temporal extent/coverage"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "34",
+ "metadata": {},
+ "source": [
+ "Let us examine the temporal extent of the dataset:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "id": "35",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The temporal extent of the glacier mass change dataset is 47 years.\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(f\"The temporal extent of the glacier mass change dataset is {np.shape(ds_timeseries['time'])[0]} years.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "36",
+ "metadata": {},
+ "source": [
+ "To determine whether this temporal extent of the glacier mass change dataset is sufficient to capture reliable temporal trends in global glacier mass changes and to use these trends as indicators of climatic changes, we turn to the literature. The Intergovernmental Panel on Climate Change (IPCC) and World Meteorological Orginization (WMO) often use 30 years as a standard period for climate normals and trend analysis to ensure that the analysis captures meaningful climatic changes rather than short-term (intra/interannual) fluctuations. We therefore consider these guidelines to be likewise applicative for glacier mass changes. When measured over a long period (> 30 years), trends in glacier mass changes or mass balances can therefore be considered a clear indicator of global climate change. Longer periods, as is here the case, provide even more robust trend estimates and reduce the influence of short-term variability. \n",
+ "\n",
+ "We can also determine the number of years that hold non-NaN mass change data for each pixel. If the pixel exhibits complete temporal coverage, the value should equal the number of years in the time dimension `time` of the dataset. Let us have this number quantified:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "id": "37",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The number of pixels that have a time series of valid glacier mass change data of 47 years, which is the total number of years in the dataset, is 100.00%.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Determine where values are present\n",
+ "valid_counts = ds_timeseries[\"glacier_mass_change_gt\"].count(dim=\"time\")\n",
+ "total_time_points = np.shape(ds_timeseries[\"time\"])[0]\n",
+ "# Check where the number of values equals the time dimension of the dataset\n",
+ "full_time_series_counts = valid_counts.where(valid_counts == total_time_points)\n",
+ "# Count how many non-NaN values there are\n",
+ "count_nonnan = np.sum(~np.isnan(full_time_series_counts).values)\n",
+ "print(f\"The number of pixels that have a time series of valid glacier mass change data of {np.shape(ds_timeseries['time'])[0]} years, which is the total number of years in the dataset, is {(100*count_time/count_nonnan):.2f}%.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "38",
+ "metadata": {},
+ "source": [
+ "Concerning temporal aspects, the dataset thus offers data at regular and consistently spaced annual intervals that are sufficiently long in time to capture long-term glacier mass change trends at a local (individual pixels), regional or global scale. There are no gaps in the temporal data that could affect a trend analysis. In other words, the dataset exhibits a consistently complete temporal resolution and coverage, with no data gaps, which allows for reliable quantifications of glacier mass change trends. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "39",
+ "metadata": {},
+ "source": [
+ "(section-2-3)=\n",
+ "#### 2.3 Spatial extent/coverage"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "40",
+ "metadata": {},
+ "source": [
+ "To further assess the spatial coverage of the data, we can make use of the `glacier_area_km2` variable within the dataset. Let us plot the global glacier area over time to get an idea of how this variable looks:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "41",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Make the plot\n",
+ "fig, ax = plt.subplots()\n",
+ "ax.plot(ds_timeseries[\"time\"],ds_timeseries[\"glacier_area_km2\"].sum((\"latitude\", \"longitude\"), keep_attrs=True),'r',marker='o')\n",
+ "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n",
+ "ax.set_xlim(np.min(ds_timeseries[\"time\"]),np.max(ds_timeseries[\"time\"]))\n",
+ "ax.set_xlabel(\"Year (CE)\")\n",
+ "ax.set_ylabel(\"Global glacier area (km$^2$)\")\n",
+ "ax.set_title(\"Change of global glacier area over time since \"+ period_start.replace(\"_\",\"-\"),fontsize=15);plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "42",
+ "metadata": {},
+ "source": [
+ "*Figure 1. Total global glacier area over time in the glacier mass change dataset, which results from a parameterization of estimated regional glacier area changes [[3](https://doi.org/10.1038/s41586-019-1071-0)]).*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "43",
+ "metadata": {},
+ "source": [
+ "As can be seen from the plot above, the glacier area results from a linear decrease over time. It is hence not derived from in-situ and/or remote sensing data, but rather inserted into the data as a parameterization (i.e. a linear fit to estimated regional glacier area changes, of which it is assumed that these glacier area change trends remain unchanged over time [[3](https://doi.org/10.1038/s41586-019-1071-0)]). For proper assessment, we can compare the value around 2000 CE to that of the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" dataset, which is 746088.28 km$^2$ from the vector (shape file) product in RGI v6.0 [[5](https://www.glims.org/RGI/randolph60.html)]:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "44",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The total global glacier area in the glacier mass change dataset in 2000 CE is 745153.82 km², which is 99.87% of the glacier area in the RGIv6.0 dataset.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Calculate the total glacier area for the year 2000\n",
+ "total_glacier_area_2000 = ds_timeseries[\"glacier_area_km2\"].sel(time=2000).sum(dim=(\"latitude\", \"longitude\")).compute().item()\n",
+ "rgi_area = 746088.28\n",
+ "# Determine the percentage difference\n",
+ "percentage_area = (total_glacier_area_2000 / rgi_area) * 100\n",
+ "print(f\"The total global glacier area in the glacier mass change dataset in 2000 CE is {total_glacier_area_2000:.2f} km², which is {percentage_area:.2f}% of the glacier area in the RGIv6.0 dataset.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "45",
+ "metadata": {},
+ "source": [
+ "(section-2-4)=\n",
+ "#### 2.4 Sampling density"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "46",
+ "metadata": {},
+ "source": [
+ "Quantitative details about the sampling density (i.e. the number of sampled glaciers per grid point) are not given in the dataset. Nevertheless, a potential scarce observational sample of annual in-situ glaciological mass balance observations can introduce significant biases and uncertainties into the analysis of long-term trends in glacier mass changes. It is thus not possible to determine whether the data are densely sampled enough to ensure that the observed trends are reliable and not affected by sparse data. An indication of the global distribution of glaciological mass change and geodetic elevation change observations from the WGMS Fluctuations of Glaciers database is, however, available from the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/pages/viewpage.action?pageId=355349383) (see figure below). While the glaciological sample covers ca. 500 glaciers only, the multi-annual to decadal geodetic sample covers ca. 208,000 glaciers around the globe (in total ca. 96% of the glaciers present in the RGIv6.0 dataset). The other remaining glaciers are unobserved by any means and require the complex algorithm to assign them a mass change value based on the behavior of neighboring observed glaciers. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "47",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "48",
+ "metadata": {},
+ "source": [
+ "*Figure 2. Distribution of glacier mass change records from the glaciological (red crosses) and geodetic (blue dots) samples over the 19 RGI 1st order regions (shown as black boxes with region number as label) used in the glacier mass change dataset. From: [ECMWF Confluence Wiki](https://confluence.ecmwf.int/pages/viewpage.action?pageId=355349383) (Copernicus Knowledge Base).*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "49",
+ "metadata": {},
+ "source": [
+ "(section-3)=\n",
+ "### 3. Glacier mass change trends"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "50",
+ "metadata": {},
+ "source": [
+ "(section-3-1)=\n",
+ "#### 3.1 Spatial distribution of linear mass change trends"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "51",
+ "metadata": {},
+ "source": [
+ "Let us now express the time series of glacier mass changes at each pixel in the form of linear trends and plot them on a world map:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "52",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the gridded data\n",
+ "lon_grid, lat_grid = np.meshgrid(ds[\"longitude\"].values, ds[\"latitude\"].values)\n",
+ "fig=plt.figure(figsize=(20, 10))\n",
+ "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+ "ax.set_global()\n",
+ "ax.coastlines()\n",
+ "ax.add_feature(cfeature.LAND,color='w')\n",
+ "ax.add_feature(cfeature.OCEAN)\n",
+ "ax.add_feature(cfeature.BORDERS,linewidth=0.25,alpha=0.5)\n",
+ "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n",
+ " linewidth=0.5, color='gray', alpha=0.5, linestyle='--')\n",
+ "gl.xformatter = LONGITUDE_FORMATTER\n",
+ "gl.yformatter = LATITUDE_FORMATTER\n",
+ "im=ax.pcolormesh(ds[\"longitude\"].values, ds[\"latitude\"].values, (ds)[\"Slope\"].where((ds)['glacier_mass_change_gt'] != 0, np.nan), transform=ccrs.PlateCarree(), cmap = mpl.cm.RdYlBu, norm=mpl.colors.TwoSlopeNorm(vmin=-0.25,vcenter=0,vmax=0.25))\n",
+ "cb=fig.colorbar(im,ax=ax,extend='both',shrink=0.49,label='Linear trend glacier mass change (Gt yr⁻¹)')\n",
+ "cb.ax.set_yscale('linear')\n",
+ "plt.title('Linear trend of the glacier mass change per grid point between ' + period_start.replace(\"_\", \"-\") + ' and ' + period_stop.replace(\"_\", \"-\"), fontsize=18)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "53",
+ "metadata": {},
+ "source": [
+ "*
Figure 3. Spatial distribution of linear mass change trends (Gt/yr) for each pixel in the glacier mass change dataset.
*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "54",
+ "metadata": {},
+ "source": [
+ "Prominent mass loss is evident in regions such as Alaska, the western United States, the Andes, Svalbard, the Alps, and the Himalayas, where red tones (i.e. negative linear trends) dominate. In contrast, areas with mass gain are minimal, shown by isolated blue patches (i.e. positive linear trends). The plot of linear trends above underscores the persistent decrease in glacier mass over recent decades. Let us now check the statistical significance of these trends at $\\alpha$ = 0.05:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "id": "55",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the gridded data\n",
+ "significance_level = 0.05\n",
+ "significant = ds[\"Pvalue1\"].values < significance_level\n",
+ "# Define the boundaries for the colorbar\n",
+ "bounds = [0, 0.5, 1] # Green (0), Red (1)\n",
+ "cmap = mpl.colors.ListedColormap(['red', 'green'])\n",
+ "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)\n",
+ "lon_grid, lat_grid = np.meshgrid(ds[\"longitude\"].values, ds[\"latitude\"].values)\n",
+ "fig = plt.figure(figsize=(20, 10))\n",
+ "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+ "ax.set_global()\n",
+ "ax.coastlines()\n",
+ "ax.add_feature(cfeature.LAND,color='w')\n",
+ "ax.add_feature(cfeature.OCEAN)\n",
+ "ax.add_feature(cfeature.BORDERS, linewidth=0.25, alpha=0.5)\n",
+ "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n",
+ " linewidth=0.5, color='gray', alpha=0.5, linestyle='--')\n",
+ "gl.xformatter = LONGITUDE_FORMATTER\n",
+ "gl.yformatter = LATITUDE_FORMATTER\n",
+ "significance = (ds[\"Pvalue1\"] < significance_level).where(ds[\"glacier_mass_change_gt\"] != 0)\n",
+ "# Plot the data\n",
+ "im = ax.pcolormesh(ds[\"longitude\"].values, ds[\"latitude\"].values, significance, \n",
+ " transform=ccrs.PlateCarree(), cmap=cmap, norm=norm)\n",
+ "cb = fig.colorbar(im, ax=ax, shrink=0.49, label='Significance of linear trend', spacing=\"uniform\")\n",
+ "cb.set_ticks([0.35, 0.80]) # Set the ticks at the midpoints of the ranges\n",
+ "cb.set_ticklabels([f'Not significant', f'Significant']) # Set the tick labels\n",
+ "cb.ax.yaxis.set_tick_params(rotation=90)\n",
+ "cb.ax.yaxis.set_tick_params(length=0)\n",
+ "plt.title('Statistical significance of linear trend of glacier mass change data in the time series for each pixel', fontsize=18)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "56",
+ "metadata": {},
+ "source": [
+ "*
Figure 4. Statistical significance (alpha=0.05) of linear mass change trends for each pixel in the glacier mass change dataset.
*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "57",
+ "metadata": {},
+ "source": [
+ "Let us quantify the number of pixels where a statistically significant negative linear trend prevails:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 74,
+ "id": "58",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The number of pixels with both a negative and statistically significant trend is 3590, which is 76.30% of the total pixels that hold glacier mass change data.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Check for pixels with negative trend\n",
+ "negative_trend = ds[\"Slope\"] < 0\n",
+ "# Check for pixels with statistically significant trend\n",
+ "significant_trend = ds[\"Pvalue1\"] < significance_level\n",
+ "# Both\n",
+ "negative_and_significant = negative_trend & significant_trend\n",
+ "# Count how many there are\n",
+ "count_non_nan_pixels = np.sum(negative_and_significant.values)\n",
+ "total_glacier_pixels = count_nonnan\n",
+ "print(f\"The number of pixels with both a negative and statistically significant trend is {count_non_nan_pixels}, which is {(100*count_non_nan_pixels/total_glacier_pixels):.2f}% of the total pixels that hold glacier mass change data.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "59",
+ "metadata": {},
+ "source": [
+ "The above analysis indicates that the majority of the derived linear mass change trends are negative and statistically significant, adding further credibility to the glacier mass change dataset."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "60",
+ "metadata": {},
+ "source": [
+ "(section-3-2)=\n",
+ "#### 3.2 Trends in global total glacier mass changes"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "61",
+ "metadata": {},
+ "source": [
+ "In the following section, we plot the global annual (and cumulative) glacier mass change over time. For the annual values, we therefore sum the gridded mass change product over the entire spatial domain for each individual year to get spatially summed values in Gt yr⁻¹:\n",
+ "\n",
+ "$\\Delta M_i \n",
+ "$\n",
+ "[Gt yr⁻¹]\n",
+ "$ = \\sum\\limits^{x,y}\\Delta {M_{x,y}}$ \n",
+ "\n",
+ "where $\\Delta {M_{x,y}}$ is the glacier mass change (in Gt yr⁻¹) at pixel $x,y$ during a certain year $i$. \n",
+ "\n",
+ "The data can also be plotted in a cumulative way:\n",
+ "\n",
+ "$\n",
+ "{\\Delta M} \n",
+ "$\n",
+ "[Gt]\n",
+ "$\n",
+ "= \\sum\\limits_{i={1976}}^{{{1976+n-1}}} (\\Delta M_i)\n",
+ "$\n",
+ "\n",
+ "with $n$ the total number of years in the time series. \n",
+ "\n",
+ "This results in the following plot:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 75,
+ "id": "62",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Compute cumulative glacier mass change/balance and area\n",
+ "ds_glacier_gt = ds_timeseries[\"glacier_mass_change_gt\"].sum((\"latitude\", \"longitude\"), keep_attrs=True)\n",
+ "\n",
+ "# Plot data\n",
+ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5))\n",
+ "ax1.plot(ds_timeseries[\"time\"],ds_glacier_gt,'r',marker='o')\n",
+ "ax1.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n",
+ "ax1.set_xlim(np.min(ds_timeseries[\"time\"]),np.max(ds_timeseries[\"time\"]))\n",
+ "ax1.set_xlabel(\"Year (CE)\")\n",
+ "ax1.set_ylabel(\"Annual glacier mass change $\\Delta M_i$ (Gt yr$^{-1}$)\")\n",
+ "ax1.set_title(\"Global annual glacier mass change since \"+ period_start.replace(\"_\",\"-\"),fontsize=15)\n",
+ "ax2.plot(ds_timeseries[\"time\"],np.cumsum(ds_glacier_gt),'k',marker='o')\n",
+ "ax2.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n",
+ "ax2.set_xlim(np.min(ds_timeseries[\"time\"]),np.max(ds_timeseries[\"time\"]))\n",
+ "ax2.set_xlabel(\"Year (CE)\")\n",
+ "ax2.set_ylabel(\"Cumulative glacier mass change $\\Delta M$ (Gt)\")\n",
+ "ax2.set_title(\"Global cumulative glacier mass change since \"+ period_start.replace(\"_\",\"-\"),fontsize=15)\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "63",
+ "metadata": {},
+ "source": [
+ "*
Figure 5. Annual (left) and cumulative (right) global glacier mass changes in the glacier mass change dataset.
*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "64",
+ "metadata": {},
+ "source": [
+ "The values in the plots above align well with findings in the literature (e.g. [[9](https://doi.org/10.1038/s41586-024-08545-z)]). We can also plot the annual global glacier mass changes in the style of the popular climate [warming stripes](https://showyourstripes.info) for a better visual representation:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "id": "65",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Configure the figure\n",
+ "figure, axis = mpl.pyplot.subplots(1, 1, figsize=(10, 1))\n",
+ "axis.set_xlim(0, ds_glacier_gt.size)\n",
+ "axis.set_axis_off()\n",
+ "# Define a red (negative) to blue (positive) colorscale\n",
+ "colormap = mpl.pyplot.get_cmap('RdBu')\n",
+ "# Saturate colors \n",
+ "normalizer = mpl.colors.Normalize(vmin=-np.max(abs(ds_glacier_gt.values)), vmax=np.max(abs(ds_glacier_gt.values)))\n",
+ "# Create a colored rectangle for each year\n",
+ "for i, value in enumerate(ds_glacier_gt):\n",
+ " axis.add_patch(mpl.patches.Rectangle(\n",
+ " xy=(i, 0), width=1, height=1, facecolor=colormap(normalizer(value))\n",
+ " ))\n",
+ "# Show figure\n",
+ "mpl.pyplot.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "66",
+ "metadata": {},
+ "source": [
+ "*Figure 6. Annual global glacier mass changes from the glacier mass change dataset expressed in the form of 'warming stripes'.*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "67",
+ "metadata": {},
+ "source": [
+ "At last, we can calculate the linear and quadratic trends of the global glacier mass change time series:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "68",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The linear trend of the global glacier mass changes between 1975-1976 and 2021-2022 is -167.30 Gt yr⁻¹. During the most recent 30 years, the trend is -257.64 Gt yr⁻¹.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Extract time and glacier data\n",
+ "time = ds_timeseries[\"time\"].values\n",
+ "glacier_gt = np.cumsum(ds_glacier_gt)\n",
+ "# Extract most recent 30 years\n",
+ "last_30_time_values = time[-30:]\n",
+ "last_30_glacier_gt_values = glacier_gt[-30:]\n",
+ "# Calculate linear trend\n",
+ "coeffs = np.polyfit(time, glacier_gt, 1) # 1 indicates a linear fit (degree 1 polynomial)\n",
+ "trend = np.polyval(coeffs, time) # Evaluate the polynomial at the given time points\n",
+ "coeffs_30 = np.polyfit(last_30_time_values, last_30_glacier_gt_values, 1) # 1 indicates a linear fit (degree 1 polynomial)\n",
+ "trend_30 = np.polyval(coeffs_30, last_30_time_values) # Evaluate the polynomial at the given time points\n",
+ "\n",
+ "# coeffs[0] is the slope, coeffs[1] is the intercept\n",
+ "print(f\"The linear trend of the global glacier mass changes between {period_start.replace('_', '-')} and {period_stop.replace('_', '-')} is {coeffs[0]:.2f} Gt yr⁻¹. During the most recent 30 years, the trend is {coeffs_30[0]:.2f} Gt yr⁻¹.\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "69",
+ "metadata": {},
+ "source": [
+ "Let us have this plotted:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "id": "70",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the data\n",
+ "fig, ax = plt.subplots()\n",
+ "ax.plot(time,trend,'r',label='Linear trend (all data)')\n",
+ "ax.plot(last_30_time_values,trend_30,'b',label='Linear trend (last 30 years)')\n",
+ "ax.plot(time,np.cumsum(ds_glacier_gt),'k',label='Mass change data',marker='o')\n",
+ "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n",
+ "ax.set_xlim(np.min(time),np.max(time))\n",
+ "ax.set_xlabel(\"Year (CE)\")\n",
+ "ax.set_ylabel(\"Global cumulative glacier mass change $\\Delta M$ (Gt)\")\n",
+ "ax.legend()\n",
+ "ax.set_title(\"Linear trend of global glacier mass changes since \"+ period_start.replace(\"_\",\"-\"),fontsize=15);plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "71",
+ "metadata": {},
+ "source": [
+ "*Figure 7. Cumulative global glacier mass changes from the glacier mass change dataset and the corresponding linear trend.*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "72",
+ "metadata": {},
+ "source": [
+ "Now for the acceleration of the global glacier mass changes:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 79,
+ "id": "73",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The acceleration of the global glacier mass changes between 1975-1976 and 2021-2022 is -10.52 Gt yr⁻². During the most recent 30 years, the acceleration is -7.60 Gt yr⁻².\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Extract time and glacier data\n",
+ "time = ds_timeseries[\"time\"].values\n",
+ "glacier_gt = np.cumsum(ds_glacier_gt)\n",
+ "# Calculate quadratic trend\n",
+ "coeffs = np.polyfit(time, glacier_gt, 2) # 2 indicates a quadratic fit (degree 2 polynomial)\n",
+ "trend = np.polyval(coeffs, time) # Evaluate the polynomial at the given time points\n",
+ "# Extract most recent 30 years\n",
+ "last_30_time_values = time[-30:]\n",
+ "last_30_glacier_gt_values = glacier_gt[-30:]\n",
+ "# Calculate quadratic trend\n",
+ "coeffs_30 = np.polyfit(last_30_time_values, last_30_glacier_gt_values, 2) # 2 indicates a quadratic fit (degree 2 polynomial)\n",
+ "trend_30 = np.polyval(coeffs_30, last_30_time_values) # Evaluate the polynomial at the given time points\n",
+ "# coeffs[0] is the quadratic term, coeffs[1] is the linear term, coeffs[2] is the intercept\n",
+ "print(f\"The acceleration of the global glacier mass changes between {period_start.replace('_', '-')} and {period_stop.replace('_', '-')} is {(2*coeffs[0]):.2f} Gt yr⁻². During the most recent 30 years, the acceleration is {2*coeffs_30[0]:.2f} Gt yr⁻².\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "74",
+ "metadata": {},
+ "source": [
+ "Let us have the quadratic trend plotted:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 80,
+ "id": "75",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the data\n",
+ "fig, ax = plt.subplots()\n",
+ "ax.plot(time,trend,'r',label='Quadratic trend (all data)')\n",
+ "ax.plot(last_30_time_values,trend_30,'b',label='Quadratic trend (last 30 years)')\n",
+ "ax.plot(time,np.cumsum(ds_glacier_gt),'k',label='Mass change data',marker='o')\n",
+ "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n",
+ "ax.set_xlim(np.min(time),np.max(time))\n",
+ "ax.set_xlabel(\"Year (CE)\")\n",
+ "ax.set_ylabel(\"Global cumulative glacier mass change $\\Delta M$ (Gt)\")\n",
+ "ax.legend()\n",
+ "ax.set_title(\"Quadratic trend of global glacier mass changes since \"+ period_start.replace(\"_\",\"-\"),fontsize=15);plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "76",
+ "metadata": {},
+ "source": [
+ "*Figure 8. Cumulative global glacier mass changes from the glacier mass change dataset and the corresponding quadratic trend (acceleration).*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "77",
+ "metadata": {},
+ "source": [
+ "(section-3-3)=\n",
+ "#### 3.3 Comparison with theoretical models"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "78",
+ "metadata": {},
+ "source": [
+ "The linear trend of global glacier mass changes from 1975-1976 to 2021-2022 indicates a consistent decline. The quadratic trend shows an accelerating rate of these glacier mass losses. This suggests that the rate of global glacier mass loss has intensified over time, particularly during the more recent decades. The quadratic trend furthermore fits the observed data more closely than the linear trend, highlighting the increasing and non-linear impact of climate change on glacier mass changes. This acceleration was also noted in other glacier mass changes products [[6](https://doi.org/10.1038/s41586-021-03436-z), [7](https://doi.org/10.3389/feart.2019.00096)] and is also what can be expected from theory for a linear climate warming over time (e.g. [[8](https://doi.org/10.1007/s003820050222)]):\n",
+ "\n",
+ "$\\dfrac{dM}{dt} = -S_T A_{t_0} \\rho_i T'$\n",
+ "\n",
+ "where $S_T$ is the mass balance sensitivity to temperature changes (m yr$^{-1}$ K$^{-1}$), $A_{t_0}$ the initial glacier surface area (m$^2$), $\\rho_i$ the density of ice (kg m$^{-3}$) and $T'$ the temperature perturbation (K), which gives final units of kg yr$^{-1}$. \n",
+ "\n",
+ "By assuming a linear temperature perturbation over time (i.e. $T' = \\alpha (t - t_0)$), the equation can be rewritten as (with $\\alpha$ in units of K yr$^{-1}$):\n",
+ "\n",
+ "$dM = -S_T A_{t_0} \\rho_i T' dt = -S_T A_{t_0} \\rho_i (\\alpha (t - t_0)) dt$ \n",
+ "\n",
+ "or when integrating over a time period between $t$ and $t_0$:\n",
+ "\n",
+ "$ \\int\\limits^{t}_{t_0} dM = -S_T A_{t_0} \\rho_i \\int\\limits^{t}_{t_0} \\alpha (t - t_0)dt$\n",
+ "\n",
+ "and by finally assuming ${t_0}$ = 0 and $M(t_0) = 0$, we get:\n",
+ "\n",
+ "$M(t) = -\\dfrac{1}{2} S_T A_{t_0} \\rho_i \\alpha t^2$ \n",
+ "\n",
+ "or $M(t) \\approx f(-t^2)$\n",
+ "\n",
+ "which thus quantifies a quadratic (accelerated) glacier mass decrease over time, as is also noted in the glacier mass change dataset, highlighting the non-linear temperature-driven effects on global glacier mass changes."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "79",
+ "metadata": {},
+ "source": [
+ "(section-4)=\n",
+ "### 4. Short summary and take-home messages"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "80",
+ "metadata": {},
+ "source": [
+ "When measured over long periods and extensive geographical scales, trends in glacier mass changes are clear indicators of global climate change [[3](https://doi.org/10.1038/s41586-019-1071-0), [9](https://doi.org/10.1038/s41586-024-08545-z)]. To be able to derive such trends of glacier mass changes and for climate change analysis/monitoring to become reliable and possible, the glacier mass change dataset should at least exhibit a comprehensive spatial coverage (i.e. global), a long and continuous temporal coverage (> 30 years), quantified and transparent pixel-by-pixel uncertainty estimates that meet international proposed thresholds [[4](https://library.wmo.int/records/item/58111-the-2022-gcos-ecvs-requirements-gcos-245)], a validation effort or a comparison to theoretical models, and an adequate spatio-temporal resolution (cfr. the \"Maturity Matrix\" [[10](https://doi.org/10.1175/BAMS-D-21-0109.1)]).\n",
+ "\n",
+ "The [glacier mass change dataset on the CDS](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview) is found to exhibit a consistent suitable spatial (0.5° x 0.5°) and temporal (annual) resolution, as well as an extensive coverage (> 30 years globally), to conduct a meaningful analysis of linear and quadratic trends in glacier mass changes at local (pixel-by-pixel), regional, and global scales. The spatial and temporal resolution/extent of the data furthermore align with international standards such as those proposed by GCOS [[4](https://library.wmo.int/records/item/58111-the-2022-gcos-ecvs-requirements-gcos-245)] and data gaps are practically non-existant in this dataset. The resulting linear glacier mass change trends show consistent mass loss across most pixels across the globe, while quadratic trends highlight a general accelerating rate of loss over the last several decades. These observations align well with theoretical considerations of the response of glaciers to a linear warming trend [[8](https://doi.org/10.1007/s003820050222)]. The majority of the pixel-based trends are statistically significant at $\\alpha$ = 0.05, further enhancing the dataset's credibility and reliability for global climate monitoring. The corresponding glacier mass changes are all assumed to occur above sea level.\n",
+ "\n",
+ "Users should, however, keep in mind that mass change artefacts may occur in polar regions due to a variable absolute surface area of the pixels, and that the dataset lacks detailed information on sampling density. The latter is important because annual in-situ glaciological samples (~500 glaciers) form the basis to infer mass changes for a much larger sample of geodetic mass change observations and unobserved glaciers [[2](https://doi.org/10.5194/essd-17-1977-2025)]. This in turn may affect the dataset's representativeness and accuracy for grid points situated far apart from directly observed glaciers. Additionally, geodetic samples in itself are already more prone to uncertainties in general, for example related to volume-to-mass conversion errors. Therefore, knowledge of the amount and spatial distribution of glaciers with a consistent and long-term glaciological sample is crucial for assessing the representativeness of the data. Despite sampling density limitations and the related uncertainties, the dataset’s robust temporal/spatial coverage and resolution make it a reliable tool for assessing glacier mass changes as an indicator of global climatic changes."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81",
+ "metadata": {},
+ "source": [
+ "## ℹ️ If you want to know more"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "82",
+ "metadata": {},
+ "source": [
+ "### Key resources"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "83",
+ "metadata": {},
+ "source": [
+ "- [Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\n",
+ "- [Documentation on the CDS](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/pages/viewpage.action?pageId=355349383) (Copernicus Knowledge Base)\n",
+ "- [World Glacier Monitoring Service (WGMS)](https://wgms.ch/)\n",
+ "- [Glacier Mass Balance Intercomparison Exercise (GlaMBIE)](https://glambie.org/)\n",
+ "- [Copernicus climate change indicators: glaciers](https://climate.copernicus.eu/climate-indicators/glaciers)\n",
+ "- [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control` prepared by [B-Open](https://www.bopen.eu)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "84",
+ "metadata": {},
+ "source": [
+ "### References"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "85",
+ "metadata": {},
+ "source": [
+ "- [[1](https://wgms.ch/)] WGMS (2022). Fluctuations of Glaciers Database. doi: 10.5904/wgms-fog-2022-09.\n",
+ "\n",
+ "- [[2](https://doi.org/10.5194/essd-17-1977-2025)] Dussaillant, I., Hugonnet, R., Huss, M., Berthier, E., Bannwart, J., Paul, F., and Zemp, M. (2025). Annual mass changes for each glacier in the world from 1976 to 2023, Earth Syst. Sci. Data, https://doi.org/10.5194/essd-2024-323\n",
+ "\n",
+ "- [[3](https://doi.org/10.1038/s41586-019-1071-0)] Zemp, M., Huss, M., Thibert, E., Eckert, N., McNabb, R., Huber, J., Barandun, M., Machguth, H., Nussbaumer, S. U., Gärtner-Roer, I., Thomson, L., Paul, F., Maussion, F., Kutuzov, S., and Cogley, J. G. (2019). Global glacier mass changes and their contributions to sea-level rise from 1961 to 2016. Nature, 568, 382–386. doi: 10.1038/s41586-019-1071-0.\n",
+ "\n",
+ "- [[4](https://library.wmo.int/records/item/58111-the-2022-gcos-ecvs-requirements-gcos-245)] GCOS (Global Climate Observing System) (2022). The 2022 GCOS ECVs Requirements (GCOS-245). World Meteorological Organization: Geneva, Switzerland. doi: https://library.wmo.int/idurl/4/58111\n",
+ "\n",
+ "- [[5](https://www.glims.org/RGI/randolph60.html)] RGI Consortium (2017). Randolph Glacier Inventory – A Dataset of Global Glacier Outlines: Version 6.0: Technical Report, Global Land Ice Measurements from Space, Colorado, USA. Digital Media. doi: 10.7265/N5-RGI-60.\n",
+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
+ "- [[10](https://doi.org/10.1175/BAMS-D-21-0109.1)] Yang, C. X., Cagnazzo, C., Artale, V., Nardelli, B. B., Buontempo, C., Busatto, J., Caporaso, L., Cesarini, C., Cionni, I., Coll, J., Crezee, B., Cristofanelli, P., de Toma, V., Essa, Y. H., Eyring, V., Fierli, F., Grant, L., Hassler, B., Hirschi, M., Huybrechts, P., Le Merle, E., Leonelli, F. E., Lin, X., Madonna, F., Mason, E., Massonnet, F., Marcos, M., Marullo, S., Muller, B., Obregon, A., Organelli, E., Palacz, A., Pascual, A., Pisano, A., Putero, D., Rana, A., Sanchez-Roman, A., Seneviratne, S. I., Serva, F., Storto, A., Thiery, W., Throne, P., Van Tricht, L., Verhaegen, Y., Volpe, G., and Santoleri, R. (2022). Independent Quality Assessment of Essential Climate Variables: Lessons Learned from the Copernicus Climate Change Service, B. Am. Meteorol. Soc., 103, E2032–E2049, doi: 10.1175/Bams-D-21-0109.1. "
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