StormWMS

Storm WMS Analysis¶

add_time_wms_layer allows you to use WMS data from NASA GIBS to analyse things such as precipitation, vegetation indices and population at the time of a hurricane. You can also change the date of the WMS layer by using the date widget at the top right of the map.

In [ ]:

import geogo

import geogo

Air Temperature:

In [ ]:

m = geogo.Map()
m.add_time_wms_layer(
    layers="MODIS_Aqua_L3_Land_Surface_Temp_Daily_Day", time="2024-09-25", name="NASA"
)
m

m = geogo.Map() m.add_time_wms_layer( layers="MODIS_Aqua_L3_Land_Surface_Temp_Daily_Day", time="2024-09-25", name="NASA" ) m

In [ ]:

m = geogo.Map()
m.add_time_wms_layer(
    layers="AIRS_L2_Temperature_500hPa_Day", time="2024-09-25", name="NASA"
)
m.add_tropycal_storm(("helene", 2024))
m

m = geogo.Map() m.add_time_wms_layer( layers="AIRS_L2_Temperature_500hPa_Day", time="2024-09-25", name="NASA" ) m.add_tropycal_storm(("helene", 2024)) m

Precipitation:

In [ ]:

url = "https://github.com/opengeos/datasets/releases/download/us/us_states.zip"

url = "https://github.com/opengeos/datasets/releases/download/us/us_states.zip"

custom_legend allows the user to input their own legend for the NASA GIBS data.

In [ ]:

m = geogo.Map()
custom_legend = {
    "0.0 - 0.2": "#edf8fb",
    "0.2 - 0.5": "#b2e2e2",
    "0.5 - 1.0": "#66c2a4",
    "1.0 - 2.0": "#2ca25f",
    "2.0 - 5.0": "006d2c",
    "5.0 - 10.0": "#fd8d3c",
    ">10": "#bd0026",
}
m.add_shp(
    url,
    zoom_to_layer=False,
    name="U.S. States",
    style={"color": "black", "fillOpacity": 0},
    hover_style={},
)
m.add_storm_wg()
m.add_time_wms_layer(
    layers="AMSRU2_Surface_Precipitation_Day",
    time="2024-09-25",
    name="NASA",
    custom_legend=custom_legend,
)
m

m = geogo.Map() custom_legend = { "0.0 - 0.2": "#edf8fb", "0.2 - 0.5": "#b2e2e2", "0.5 - 1.0": "#66c2a4", "1.0 - 2.0": "#2ca25f", "2.0 - 5.0": "006d2c", "5.0 - 10.0": "#fd8d3c", ">10": "#bd0026", } m.add_shp( url, zoom_to_layer=False, name="U.S. States", style={"color": "black", "fillOpacity": 0}, hover_style={}, ) m.add_storm_wg() m.add_time_wms_layer( layers="AMSRU2_Surface_Precipitation_Day", time="2024-09-25", name="NASA", custom_legend=custom_legend, ) m

Vegetation Indices

In [ ]:

m = geogo.Map()
custom_legend = {
    "Bare soil / snow": "#f7fcb9",
    "Sparse Vegetation": "#addd8e",
    "Moderate Vegetation": "#41ab5d",
    "Dense vegetation": "#238b45",
    "Very Dense Vegetation": "#005a32",
}
m.add_time_wms_layer(
    layers="MODIS_Aqua_L3_EVI_16Day",
    time="2024-10-20",
    name="NASA",
    custom_legend=custom_legend,
)
m.add_shp(
    url,
    zoom_to_layer=False,
    name="U.S. States",
    style={"color": "black", "fillOpacity": 0},
    hover_style={},
)
m.add_storm_wg()
m

m = geogo.Map() custom_legend = { "Bare soil / snow": "#f7fcb9", "Sparse Vegetation": "#addd8e", "Moderate Vegetation": "#41ab5d", "Dense vegetation": "#238b45", "Very Dense Vegetation": "#005a32", } m.add_time_wms_layer( layers="MODIS_Aqua_L3_EVI_16Day", time="2024-10-20", name="NASA", custom_legend=custom_legend, ) m.add_shp( url, zoom_to_layer=False, name="U.S. States", style={"color": "black", "fillOpacity": 0}, hover_style={}, ) m.add_storm_wg() m