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SPI or SPEI based Drought Characteristics
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{
"cells": [
{
"cell_type": "markdown",
"id": "e4255d59",
"metadata": {},
"source": [
"# SPI-based drought characteristics\n",
"--------------------------------------------------\n",
"\n",
"> **Notes**\n",
"> This notebook required input SPI file in netcdf format computed by the `climate_indices` package available from https://github.com/monocongo/climate_indices.\n",
"\n",
"The drought characteristics originally following the method proposed by Yevjevich in 1967 [^1] and has been employed to recognize the feature of droughts. The paper from Le, et al in 2019 [^2] provide better explanation about it: duration, severity, intensity, and interarrival.\n",
"\n",
"![run_theory](https://datapartnership.org/morocco-economic-monitor/_images/runtheory.png)\n",
"\n",
"Drought characteristics at all grid were identified using calculated monthly SPI for the total period of 43 years (181–2023). Drought is defined as the period in which SPI is continuously below a critical threshold (-1.2), respectively. \n",
"\n",
"For each category, we identified and analysed the following four main drought characteristics: events (E), duration (D), inter-arrival time (T), magnitude (M), and severity (S = M/D).\n",
"\n",
"* Event: Month in which the SPEI is less than a threshold.\n",
"* Duration D: the number of consecutive months in which the SPEI is below the threshold.\n",
"* Inter-arrival T: the duration (month) between the initiation time of two successive drought events (regardless of the length) in the same drought category. It includes the drought and subsequent non-drought periods. Therefore, T characterizes the timing variability of drought events.\n",
"* Magnitude M: the absolute cumulative SPEI value during drought events. Unitless. (On Le's paper, Magnitude are called as Severity)\n",
"* Severity S: the number came from magnitude divided by duration to get level of severity. Unitless. (According to attached picture, many papers also mixed up between last two variables, magnitude and severity and also intensity)\n",
"\n",
"[^1]: https://www.engr.colostate.edu/ce/facultystaff/yevjevich/papers/HydrologyPapers_n23_1967.pdf </br>\n",
"[^2]: https://www.researchgate.net/publication/333171255_Space-time_variability_of_drought_over_Vietnam </br>"
]
},
{
"cell_type": "markdown",
"id": "1c4554fc",
"metadata": {},
"source": [
"## Drought Event\n",
"\n",
"Here's what this script does to calculate the drought event with threshold `SPI <-1.2`:\n",
"\n",
"* It opens your SPI dataset using `xr.open_dataset`.\n",
"* It calculates the drought event by checking if the SPI value is less than `-1.2`. If it is, it assigns a value of `1`; otherwise, it assigns a value of `0`. The calculation is performed using `xr.where`.\n",
"* Finally, it saves the dataset, which now includes the new drought event variable, to a new netCDF file using `to_netcdf`.\n",
"\n",
"This script assumes that the SPI variable is named `spi_gamma_x_month` in the netCDF file. Please modify the script as necessary based on your specific data.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "e730689b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Completed!\n"
]
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"\n",
"# Open the SPI dataset\n",
"ds_drought = xr.open_dataset('../SPI/mar/05_spi_output_netcdf/mar_cli_chirps_spi_gamma_6_month.nc')\n",
"\n",
"# Define a drought event as an SPI value less than -1.2\n",
"ds_drought['drought_event'] = xr.where(ds_drought['spi_gamma_6_month'] < -1.2, 1, ds_drought['spi_gamma_6_month'] * 0)\n",
"\n",
"# Transpose to the original dimensions\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"# Save the new drought event variable to a new netCDF file\n",
"ds_drought.to_netcdf('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_event.nc')\n",
"\n",
"print('Completed!')\n"
]
},
{
"cell_type": "markdown",
"id": "77b406f2",
"metadata": {},
"source": [
"## Drought Inter-arrival Time\n",
"\n",
"This script performs the following steps to calculate the drought inter-arrival time:\n",
"\n",
"1. The script opens your drought event dataset using `xr.open_dataset`.\n",
"\n",
"2. It extracts the 'drought_event' variable from your dataset.\n",
"\n",
"3. The script then defines a function to compute inter-arrival times for a time series. This function works as follows:\n",
"\n",
" - It identifies where drought events occur in the time series by finding where the time series value equals 1, using the `np.where` function.\n",
" \n",
" - It calculates the differences between successive events using the `np.diff` function, which gives the inter-arrival times.\n",
" \n",
" - It creates a new time series for inter-arrival times that is the same shape as the input and is initially filled with NaN values, using the `np.full_like` function.\n",
"\n",
" - The computed inter-arrival times are then assigned to the indices following the start of each event in the new time series. The first event is skipped because there's no previous event to measure an inter-arrival time from.\n",
"\n",
"4. This function is applied to each time series in the 'drought_event' variable, grouping by latitude and longitude so that each time series is processed independently. The `groupby` method is used to achieve this. This results in a new DataArray of inter-arrival times.\n",
"\n",
"5. This new DataArray is added to the original Dataset as a new variable 'interarrival_times'.\n",
"\n",
"6. The updated Dataset, which now includes the new 'interarrival_times' variable, is then saved to a new netCDF file using the `to_netcdf` method.\n",
"\n",
"7. Finally, it closes the original dataset file to free up system resources.\n",
"\n",
"This script assumes that the 'drought_event' variable is stored in the netCDF file and each grid cell's time series is processed independently from the others. Please adjust the script as necessary based on your specific data."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "0d086952",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Completed!\n"
]
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"# Open the SPI dataset\n",
"ds_drought = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_event.nc')\n",
"\n",
"# Transpose the dataset to respect original dimensions\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"# Convert to a multi-indexed DataFrame\n",
"df_drought = ds_drought.to_dataframe()\n",
"\n",
"# Reset the index to put 'lat' and 'lon' into columns\n",
"df_drought.reset_index(inplace=True)\n",
"\n",
"# Handle missing values: if drought_event is NaN, fill with previous value\n",
"df_drought['drought_event'] = df_drought.groupby(['lat', 'lon'])['drought_event'].fillna(method='ffill')\n",
"\n",
"# Get the drought_event column\n",
"drought_events = df_drought['drought_event']\n",
"\n",
"# Function to compute interarrival times for a time series\n",
"def compute_interarrival_times(time_series):\n",
" # For the first date, use the value from the drought event\n",
" interarrival_time_series = pd.Series(np.full_like(time_series, np.nan), index=time_series.index)\n",
" interarrival_time_series.iloc[0] = time_series.iloc[0]\n",
" \n",
" # Get the indices where time_series represents a drought event (where time_series is 1)\n",
" event_indices = np.where(time_series == 1)[0]\n",
"\n",
" # Calculate the differences between successive events\n",
" interarrival_times = np.diff(event_indices)\n",
"\n",
" # Assign the computed interarrival times to the indices following the start of each event\n",
" # Skip the first event (because there's no previous event to measure an interarrival time from)\n",
" interarrival_time_series.iloc[event_indices[1:]] = interarrival_times\n",
"\n",
" return interarrival_time_series\n",
"\n",
"# Apply the function to each ('lat', 'lon') group\n",
"df_drought['interarrival_times'] = df_drought.groupby(['lat', 'lon'])['drought_event'].transform(compute_interarrival_times)\n",
"\n",
"# Convert the DataFrame back to an xarray Dataset\n",
"ds_drought = df_drought.set_index(['time', 'lat', 'lon']).to_xarray()\n",
"\n",
"# Save the new drought interarrival times variable to a new netCDF file\n",
"ds_drought.to_netcdf('../SPI/mar/07_drought_variable/mar_cli_spi06_interarrival_times.nc')\n",
"\n",
"# Close the original file\n",
"ds_drought.close()\n",
"\n",
"print('Completed!')\n"
]
},
{
"cell_type": "markdown",
"id": "0665b0c7",
"metadata": {},
"source": [
"## Drought Magnitude\n",
"\n",
"Here's what the script does to calculate the drought magnitude:\n",
"\n",
"1. Opens your drought event dataset and the SPI data using `xr.open_dataset`.\n",
"\n",
"2. Creates a new variable 'drought_magnitude' by copying the values from the 'drought_event' variable in your dataset.\n",
"\n",
"3. Iterates through the time points in your dataset, starting from the second time point. For each time point, the script performs the following operations:\n",
"\n",
" - Checks if a drought event is occurring at that time point by extracting the 'drought_event' value using the `isel` method.\n",
" \n",
" - Retrieves the SPI value at that time point using the `isel` method.\n",
" \n",
" - Retrieves the drought magnitude value at the previous time point using the `isel` method.\n",
" \n",
" - Calculates the drought magnitude at the current time point. If a drought event is happening (i.e., drought_event is True), the drought magnitude is calculated as the absolute value of the SPI at that time point plus the drought magnitude at the previous time point. If no drought event is occurring, the existing value for drought magnitude at that time point (originally copied from 'drought_event') is retained. The `where` method is used to apply this conditional calculation.\n",
" \n",
"4. Saves the dataset, which now includes the new 'drought_magnitude' variable, to a new netCDF file using the `to_netcdf` method.\n",
"\n",
"5. Closes the original dataset file to free up system resources.\n",
"\n",
"This script assumes that the 'drought_event' variable and the SPI data ('spi_gamma_12_month') are stored in the same netCDF file. Please adjust the script as necessary based on your specific data."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "0c1b41eb",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Completed!\n"
]
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"import os\n",
"\n",
"# Open the drought event and spi data\n",
"ds_drought = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi06_interarrival_times.nc')\n",
"\n",
"# Transpose the dataset to respect original dimensions\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"# Preallocate an empty array for drought_magnitude and set all to NaN\n",
"drought_magnitude_arr = np.empty_like(ds_drought['drought_event'].values, dtype=float)\n",
"drought_magnitude_arr[:] = np.nan\n",
"\n",
"# Find the first time step where not all spi_gamma_3_month values are NaN\n",
"start_time = next(i for i in range(len(ds_drought.time)) if not np.isnan(ds_drought['spi_gamma_6_month'].isel(time=i).values).all())\n",
"\n",
"# Start from the determined time step\n",
"for i in range(start_time, len(ds_drought.time)):\n",
" # For each point, check if it's a drought event\n",
" drought_event = ds_drought['drought_event'].isel(time=i).values\n",
" spi_value = ds_drought['spi_gamma_6_month'].isel(time=i).values\n",
" prev_drought_magnitude = drought_magnitude_arr[i-1]\n",
"\n",
" # Calculate drought magnitude based on your conditions\n",
" drought_magnitude_arr[i] = np.where(drought_event, abs(spi_value) + prev_drought_magnitude, 0)\n",
"\n",
"# Assign the calculated values to the drought_magnitude in the dataset\n",
"ds_drought['drought_magnitude'] = (('time', 'lat', 'lon'), drought_magnitude_arr)\n",
"\n",
"# Save the new drought magnitude variable to a new netCDF file\n",
"ds_drought.to_netcdf('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_magnitude.nc')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"# Plot maximum drought magnitude at each time step\n",
"plt.figure(figsize=(10, 5))\n",
"ds_drought['drought_magnitude'].max(dim=['lat', 'lon']).plot()\n",
"plt.title('Maximum Drought Magnitude Over Time')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('Drought Magnitude')\n",
"plt.grid(True)\n",
"plt.show()\n",
"\n",
"# Close the original file\n",
"ds_drought.close()\n",
"\n",
"print('Completed!')\n"
]
},
{
"cell_type": "markdown",
"id": "c2ba0ef5",
"metadata": {},
"source": [
"## Drought Duration\n",
"\n",
"Here's what the updated script does to calculate the drought duration:\n",
"\n",
"1. Opens your drought event dataset using `xr.open_dataset`.\n",
"\n",
"2. Creates a new variable 'drought_duration' filled with NaN (Not a Number) values but of the same shape as the 'drought_event' variable in your dataset using `xr.full_like`.\n",
"\n",
"3. For the first \"time\" data, it checks if 'drought_event' is finite (not NaN) and assigns the 'drought_event' value to 'drought_duration' if it is finite. The `np.where` function is used for this conditional assignment.\n",
"\n",
"4. Then it starts iterating over the time points in your dataset, beginning from the second time point. For each time point, the script performs the following operations:\n",
"\n",
" - Checks if a drought event is occurring at that time point by extracting the 'drought_event' value using the `isel` method.\n",
" \n",
" - Retrieves the drought duration value at the previous time point using the `isel` method.\n",
" \n",
" - Computes a mask for finite values in 'drought_event' using `np.isfinite`.\n",
" \n",
" - If a drought event is happening (i.e., 'drought_event' is 1), the drought duration at the current time point is calculated as the drought duration at the previous time point plus one. If no drought event is occurring, the drought duration at the current time point is set to 0. If 'drought_event' is NaN, 'drought_duration' is kept as NaN. The `np.where` function is used for this triple conditional calculation.\n",
"\n",
"5. Saves the dataset, which now includes the new 'drought_duration' variable, to a new netCDF file using the `to_netcdf` method.\n",
"\n",
"6. Finally, it closes the original dataset file to free up system resources.\n",
"\n",
"This script assumes that the 'drought_event' variable is stored in the netCDF file. Please adjust the script as necessary based on your specific data."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "dda5e5ad",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Completed!\n"
]
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"import os\n",
"\n",
"# Open the drought event and spi data\n",
"ds_drought = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_magnitude.nc')\n",
"\n",
"# Transpose the dataset to respect original dimensions\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"# Preallocate an empty array for drought_duration and set all to NaN\n",
"drought_duration_arr = np.empty_like(ds_drought['drought_event'].values, dtype=float)\n",
"drought_duration_arr[:] = np.nan\n",
"\n",
"# Find the first time step where not all spi_gamma_12_month values are NaN\n",
"start_time = next(i for i in range(len(ds_drought.time)) if not np.isnan(ds_drought['spi_gamma_6_month'].isel(time=i).values).all())\n",
"\n",
"# Start from the determined time step\n",
"for i in range(start_time, len(ds_drought.time)):\n",
" # For each point, check if it's a drought event\n",
" drought_event = ds_drought['drought_event'].isel(time=i).values\n",
" prev_drought_duration = drought_duration_arr[i-1]\n",
"\n",
" # Calculate drought duration based on your conditions\n",
" drought_duration_arr[i] = np.where(drought_event, 1 + prev_drought_duration, 0)\n",
"\n",
"# Assign the calculated values to the drought_duration in the dataset\n",
"ds_drought['drought_duration'] = (('time', 'lat', 'lon'), drought_duration_arr)\n",
"\n",
"# Save the new drought duration variable to a new netCDF file\n",
"ds_drought.to_netcdf('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_duration.nc')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"# Plot maximum drought duration at each time step\n",
"plt.figure(figsize=(10, 5))\n",
"ds_drought['drought_duration'].max(dim=['lat', 'lon']).plot()\n",
"plt.title('Maximum Drought Duration Over Time')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('Drought Duration')\n",
"plt.grid(True)\n",
"plt.show()\n",
"\n",
"# Close the original file\n",
"ds_drought.close()\n",
"\n",
"print('Completed!')\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "84833a63",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"import os\n",
"\n",
"# Open the drought event and spi data\n",
"ds_drought = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi06_drought_severity.nc')\n",
"\n",
"# Transpose the dataset to respect original dimensions\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"# Plot mean drought severity at each time step\n",
"plt.figure(figsize=(10, 5))\n",
"ds_drought['drought_severity'].mean(dim=['lat', 'lon']).plot()\n",
"plt.title('Mean Drought Severity Over Time')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('Drought Severity')\n",
"plt.grid(True)\n",
"plt.show()\n",
"\n",
"# Close the original file\n",
"ds_drought.close()\n"
]
},
{
"cell_type": "markdown",
"id": "d5381362",
"metadata": {},
"source": [
"## Drought Severity\n",
"\n",
"This script performs the following steps to calculate the drought severity:\n",
"\n",
"1. The script opens your drought event dataset using `xr.open_dataset`.\n",
"\n",
"2. It creates a new variable 'drought_duration' with NaN (Not a Number) values of the same shape as the 'drought_event' variable in your dataset using `xr.full_like`.\n",
"\n",
"3. For the first \"time\" data, the script checks if 'drought_event' is finite (not NaN) and assigns the 'drought_event' value to 'drought_duration' if it is finite, using the `np.where` function for conditional assignment.\n",
"\n",
"4. The script starts iterating over the time points in your dataset, beginning from the second time point. For each time point, it:\n",
"\n",
" - Checks if a drought event is occurring at that time point by extracting the 'drought_event' value using `isel`.\n",
"\n",
" - Retrieves the drought duration value at the previous time point using `isel`.\n",
"\n",
" - Computes a mask for finite values in 'drought_event' using `np.isfinite`.\n",
"\n",
" - If a drought event is happening (i.e., 'drought_event' is 1), the drought duration at the current time point is calculated as the drought duration at the previous time point plus one. If no drought event is occurring, the drought duration at the current time point is set to 0. If 'drought_event' is NaN, 'drought_duration' is kept as NaN. The `np.where` function is used for this triple conditional calculation.\n",
"\n",
"5. It then calculates the drought severity. First, it creates a new variable 'drought_severity' filled with NaN values but with the same shape as the 'drought_event' variable. Then, it computes a mask for non-zero and finite values in both 'drought_magnitude' and 'drought_duration'. Finally, for the masked values, it calculates the drought severity as the ratio of 'drought_magnitude' to 'drought_duration' using the `np.where` function for conditional assignment.\n",
"\n",
"6. It saves the dataset, which now includes the new 'drought_severity' variable, to a new netCDF file using the `to_netcdf` method.\n",
"\n",
"7. Finally, it closes the original dataset file to free up system resources.\n",
"\n",
"This script assumes that the 'drought_event' and 'drought_magnitude' variables are stored in the netCDF file. Please adjust the script as necessary based on your specific data."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "04770fab",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Completed!\n"
]
}
],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"import os\n",
"\n",
"# Open the drought event and spi data\n",
"ds_drought = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi03_drought_duration.nc')\n",
"\n",
"# Transpose the dataset to have 'time', 'lat', 'lon' order\n",
"ds_drought = ds_drought.transpose('time', 'lat', 'lon')\n",
"\n",
"# Compute the drought_severity\n",
"ds_drought['drought_severity'] = xr.full_like(ds_drought['drought_event'], np.nan)\n",
"drought_duration = ds_drought['drought_duration']\n",
"drought_magnitude = ds_drought['drought_magnitude']\n",
"\n",
"# Compute mask for non-zero and finite values\n",
"is_finite_and_nonzero = (np.isfinite(drought_magnitude) & (drought_magnitude != 0) &\n",
" np.isfinite(drought_duration) & (drought_duration != 0))\n",
"\n",
"ds_drought['drought_severity'].values = np.where(is_finite_and_nonzero, \n",
" drought_magnitude / drought_duration, \n",
" np.nan)\n",
"\n",
"# Save the new drought duration variable to a new netCDF file\n",
"ds_drought.to_netcdf('../SPI/mar/07_drought_variable/mar_cli_spi03_drought_severity.nc')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"# Plot mean drought severity at each time step\n",
"plt.figure(figsize=(10, 5))\n",
"ds_drought['drought_severity'].mean(dim=['lat', 'lon']).plot()\n",
"plt.title('Maximum Drought Severity Over Time')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('Drought Severity')\n",
"plt.grid(True)\n",
"plt.show()\n",
"\n",
"# Close the original file\n",
"ds_drought.close()\n",
"\n",
"print('Completed!')\n"
]
},
{
"cell_type": "markdown",
"id": "298e4a59",
"metadata": {},
"source": [
"## SPI Classification\n",
"\n",
"Classify the SPI value using column threshold below and asssigned a text value based on Class column, then save it as CSV file.\n",
"\n",
"The threshold and the symbology for the SPI can follow below color codes and image. \n",
"\n",
"| Class | Threshold | Color | Hex | RGB |\n",
"|---|---|---|---|---|\n",
"| Exceptionally Dry | -2.00 and below | ![#760005](https://via.placeholder.com/15/760005/000000?text=+) | `#760005` | rgb(118, 0, 5) |\n",
"| Extremely Dry | -2.00 to -1.50 | ![#ec0013](https://via.placeholder.com/15/ec0013/000000?text=+) | `#ec0013` | rgb(236, 0, 19) |\n",
"| Severely Dry | -1.50 to -1.20 | ![#ffa938](https://via.placeholder.com/15/ffa938/000000?text=+) | `#ffa938` | rgb(255, 169, 56) |\n",
"| Moderately Dry | -1.20 to -0.70 | ![#fdd28a](https://via.placeholder.com/15/fdd28a/000000?text=+) | `#fdd28a` | rgb(253, 210, 138) |\n",
"| Abnormally Dry | -0.70 to -0.50 | ![#fefe53](https://via.placeholder.com/15/fefe53/000000?text=+) | `#fefe53` | rgb(254, 254, 83) |\n",
"| Near Normal | -0.50 to +0.50 | ![#ffffff](https://via.placeholder.com/15/ffffff/000000?text=+) | `#ffffff` | rgb(255, 255, 255) |\n",
"| Abnormally Moist | +0.50 to +0.70 | ![#a2fd6e](https://via.placeholder.com/15/a2fd6e/000000?text=+) | `#a2fd6e` | rgb(162, 253, 110) |\n",
"| Moderately Moist | +0.70 to +1.20 | ![#00b44a](https://via.placeholder.com/15/00b44a/000000?text=+) | `#00b44a` | rgb(0, 180, 74) |\n",
"| Very Moist | +1.20 to +1.50 | ![#008180](https://via.placeholder.com/15/008180/000000?text=+) | `#008180` | rgb(0, 129, 128) |\n",
"| Extremely Moist | +1.50 to +2.00 | ![#2a23eb](https://via.placeholder.com/15/2a23eb/000000?text=+) | `#2a23eb` | rgb(42, 35, 235) |\n",
"| Exceptionally Moist | +2.00 and above | ![#a21fec](https://via.placeholder.com/15/a21fec/000000?text=+) | `#a21fec` | rgb(162, 31, 236) |\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "428247f9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CSV file has been created.\n"
]
}
],
"source": [
"import warnings\n",
"import xarray as xr\n",
"import pandas as pd\n",
"import geopandas as gpd\n",
"from tqdm import tqdm\n",
"\n",
"# Ignore warnings\n",
"warnings.filterwarnings('ignore')\n",
"\n",
"# Load the point shapefile\n",
"gdf = gpd.read_file('../SPI/mar/09_shapefiles/mar_grid_005_p.shp')\n",
"\n",
"# Extract the x and y coordinates of each point in gdf and round them\n",
"gdf['x'] = gdf.geometry.x.round(2)\n",
"gdf['y'] = gdf.geometry.y.round(2)\n",
"gdf['geometry'] = gpd.points_from_xy(gdf['x'], gdf['y'])\n",
"\n",
"# Open the netCDF file\n",
"ds = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi03_drought_severity.nc')\n",
"\n",
"# Define the classification bins and labels\n",
"bins = [-float('inf'), -2.00, -1.50, -1.20, -0.70, -0.50, 0.50, 0.70, 1.20, 1.50, 2.00, float('inf')]\n",
"labels = ['Exceptionally Dry', 'Extremely Dry', 'Severely Dry', 'Moderately Dry', 'Abnormally Dry', 'Near Normal', \n",
" 'Abnormally Moist', 'Moderately Moist', 'Very Moist', 'Extremely Moist', 'Exceptionally Moist']\n",
"\n",
"# Convert the DataArray for \"spi_gamma_12_month\" to a DataFrame\n",
"df = ds['spi_gamma_3_month'].to_dataframe().reset_index()\n",
"\n",
"# Pivot the DataFrame to have dates as columns\n",
"df_pivot = df.pivot_table(index=[\"lon\", \"lat\"], columns=\"time\", values=\"spi_gamma_3_month\").reset_index()\n",
"\n",
"# Convert the time columns to yyyymmdd format\n",
"df_pivot.columns.name = None\n",
"df_pivot.columns = [str(col) if isinstance(col, str) else col.strftime('%Y%m%d') for col in df_pivot.columns]\n",
"\n",
"# Classify \"spi_gamma_12_month\"\n",
"for column in df_pivot.columns:\n",
" if column not in ['lon', 'lat']:\n",
" df_pivot[column] = pd.cut(df_pivot[column], bins=bins, labels=labels)\n",
"\n",
"# Convert the DataFrame to a GeoDataFrame, with Point geometries\n",
"gdf_pivot = gpd.GeoDataFrame(df_pivot, geometry=gpd.points_from_xy(df_pivot.lon, df_pivot.lat))\n",
"\n",
"# Extract the x and y coordinates of each point in gdf_pivot and round them\n",
"gdf_pivot['x'] = gdf_pivot.geometry.x.round(2)\n",
"gdf_pivot['y'] = gdf_pivot.geometry.y.round(2)\n",
"gdf_pivot['geometry'] = gpd.points_from_xy(gdf_pivot['x'], gdf_pivot['y'])\n",
"\n",
"# Set the CRS of the GeoDataFrame to match the shapefile\n",
"gdf_pivot.crs = \"EPSG:4326\"\n",
"\n",
"# Spatial join between the points and the GeoDataFrame\n",
"gdf_joined = gpd.sjoin(gdf, gdf_pivot, op='intersects', how='inner')\n",
"\n",
"# Drop unnecessary columns\n",
"gdf_joined = gdf_joined.drop(columns=['x_left', 'y_left', 'index_right', 'x_right', 'y_right'])\n",
"\n",
"# Save the DataFrame to a CSV file\n",
"gdf_joined.to_csv(f'../SPI/mar/08_tabular/mar_cli_spi03_classification.csv', index=False)\n",
"\n",
"# Close the original file\n",
"ds.close()\n",
"\n",
"print(\"CSV file has been created.\")\n"
]
},
{
"cell_type": "markdown",
"id": "3dc88256",
"metadata": {},
"source": [
"## Convert to CSV\n",
"\n",
"Convert all variables into csv and spatially join with the point grid from the admin2 level boundary. As the final CSV output will be the variable along with information on the admin level."
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "0e906b53",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Converting variables: 100%|██████████████████████████████████████████████| 6/6 [02:00<00:00, 20.03s/it]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"CSV files have been created.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"import warnings\n",
"import xarray as xr\n",
"import pandas as pd\n",
"import geopandas as gpd\n",
"from tqdm import tqdm\n",
"\n",
"# Ignore warnings\n",
"warnings.filterwarnings('ignore')\n",
"\n",
"# Load the point shapefile\n",
"gdf = gpd.read_file('../SPI/mar/09_shapefiles/mar_grid_005_p.shp')\n",
"\n",
"# Extract the x and y coordinates of each point in gdf and round them\n",
"gdf['x'] = gdf.geometry.x.round(2)\n",
"gdf['y'] = gdf.geometry.y.round(2)\n",
"gdf['geometry'] = gpd.points_from_xy(gdf['x'], gdf['y'])\n",
"\n",
"# Open the netCDF file\n",
"ds = xr.open_dataset('../SPI/mar/07_drought_variable/mar_cli_spi03_drought_severity.nc')\n",
"\n",
"# List of variables to convert to csv\n",
"variables = [\"spi_gamma_3_month\", \"drought_event\", \"interarrival_times\", \"drought_magnitude\", \"drought_duration\", \"drought_severity\"]\n",
"\n",
"# Iterate over each variable\n",
"for var in tqdm(variables, desc='Converting variables'):\n",
" # Convert the DataArray to a DataFrame\n",
" df = ds[var].to_dataframe().reset_index()\n",
" \n",
" # Pivot the DataFrame to have dates as columns\n",
" df_pivot = df.pivot_table(index=[\"lon\", \"lat\"], columns=\"time\", values=var).reset_index()\n",
" \n",
" # Convert the time columns to yyyymmdd format\n",
" df_pivot.columns.name = None\n",
" df_pivot.columns = [str(col) if isinstance(col, str) else col.strftime('%Y%m%d') for col in df_pivot.columns]\n",
" \n",
" # Convert the DataFrame to a GeoDataFrame, with Point geometries\n",
" gdf_pivot = gpd.GeoDataFrame(df_pivot, geometry=gpd.points_from_xy(df_pivot.lon, df_pivot.lat))\n",
"\n",
" # Extract the x and y coordinates of each point in gdf_pivot and round them\n",
" gdf_pivot['x'] = gdf_pivot.geometry.x.round(2)\n",
" gdf_pivot['y'] = gdf_pivot.geometry.y.round(2)\n",
" gdf_pivot['geometry'] = gpd.points_from_xy(gdf_pivot['x'], gdf_pivot['y'])\n",
"\n",
" # Set the CRS of the GeoDataFrame to match the shapefile\n",
" gdf_pivot.crs = \"EPSG:4326\"\n",
" \n",
" # Spatial join between the points and the GeoDataFrame\n",
" gdf_joined = gpd.sjoin(gdf, gdf_pivot, op='intersects', how='inner')\n",
" \n",
" # Drop unnecessary columns\n",
" gdf_joined = gdf_joined.drop(columns=['x_left', 'y_left', 'index_right', 'x_right', 'y_right'])\n",
"\n",
" # Save the DataFrame to a CSV file\n",
" gdf_joined.to_csv(f'../SPI/mar/08_tabular/mar_cli_spi03_{var}.csv', index=False)\n",
" \n",
"# Close the original file\n",
"ds.close()\n",
"\n",
"print(\"CSV files have been created.\")\n"
]
},
{
"cell_type": "markdown",
"id": "83791ecd",
"metadata": {},
"source": [
"## Map Visualization\n",
"\n",
"Visual interpretation of each variable on a map"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "24ae754f",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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