pages/05_GOES_NBR.py

import ee
import geemap
import solara
import ipywidgets as widgets


fireList = ["North Complex", "Dixie", "Cameron Peak", "August Complex"]
selected_fire = solara.reactive([fireList[0]])
dNBRvisParams = {'min': 0.0,'max': 0.8, 'palette': ['green', 'yellow','orange','red']}


class Map(geemap.Map):
    def __init__(self, **kwargs):
        super().__init__(**kwargs)
        self.add_ee_data()
        self.add("layer_manager")
        self.add_selector()

    def add_ee_data(self):
        def calc_nbr(pre_start, pre_stop, post_start, post_stop, bbox):
                PREgoesCMI = ee.ImageCollection('NOAA/GOES/17/MCMIPF').filter(ee.Filter.date(pre_start, pre_stop)).mean()
                POSTgoesCMI = ee.ImageCollection('NOAA/GOES/17/MCMIPF').filter(ee.Filter.date(post_start, post_stop)).mean()
                preNBR = PREgoesCMI.select(['CMI_C03','CMI_C06']).normalizedDifference(['CMI_C03', 'CMI_C06']).toFloat().rename('NBR')
                postNBR = POSTgoesCMI.select(['CMI_C03','CMI_C06']).normalizedDifference(['CMI_C03', 'CMI_C06']).toFloat().rename('NBR')
                dNBR = preNBR.subtract(postNBR).select('NBR')
                dNBRclipped = dNBR.clip(bbox)
                return dNBRclipped
            
        north_complex_bb = ee.Geometry.BBox(-121.616097, 39.426723, -120.668526, 40.030845)
        dixie_bb = ee.Geometry.BBox(-121.680467, 39.759303, -120.065477, 40.873387)
        cam_peak_bb = ee.Geometry.BBox(-106.014784, 40.377907, -105.116651, 40.822094)
        aug_complex_bb = ee.Geometry.BBox(-123.668726, 39.337654, -122.355860, 40.498304)
    
        north_complex = calc_nbr('2020-08-15', '2020-08-16', '2020-09-15', '2020-09-16', north_complex_bb)
        dixie = calc_nbr('2021-07-12', '2021-07-13', '2021-09-15', '2021-09-16', dixie_bb)
        cam_peak = calc_nbr('2020-08-12', '2020-08-13', '2020-09-12', '2020-09-13', cam_peak_bb)
        aug_complex = calc_nbr('2020-08-15', '2020-08-16', '2020-11-10', '2020-11-11', aug_complex_bb)
            
        self.addLayer(north_complex, dNBRvisParams, 'North Complex GOES NBR', True)
        self.addLayer(dixie, dNBRvisParams, 'Dixie Complex GOES NBR', False)
        self.addLayer(cam_peak, dNBRvisParams, 'Cameron Peak GOES NBR', False)
        self.addLayer(aug_complex, dNBRvisParams, 'August Complex GOES NBR', False)

    def add_selector(self):
        selector = widgets.Dropdown(options=fireList, value="North Complex", description='Wildfire Case Study:') 
        output = widgets.Output()

        def on_selector_change(change):
            selected_fire = change['new']
            self.clear_layers()
            if selected_fire == "North Complex":    
                self.find_layer('North Complex GOES NBR').visible = True
            elif selected_fire == "Dixie":
                self.find_layer('Dixie Complex GOES NBR').visible = True
            elif selected_fire == "Cameron Peak":
                self.find_layer('Cameron Peak GOES NBR').visible = True
            elif selected_fire == "August Complex":
                self.find_layer('August Complex GOES NBR').visible = True
            with output:
                output.clear_output()
                print(f"Selected wildfire case study: {selected_fire}")

        selector.observe(on_selector_change, names='value')

        #def on_selection(_):
        #    with output:
        #        print(output)
    
        #selector.on_click(on_selection)
    
        widget = widgets.VBox([selector, output])
        self.add_widget(widget, position="topleft")
        
        '''
        selector = widgets.Dropdown(options=fireList, value="North Complex", description='Wildfire Case Study:')        
        mapFire_button = widgets.Button(description="Map the burn scar")
                mapFire_button.on_click(on_button_clicked)
        
        widgetsBox = widgets.VBox([selector, mapFire_button])
        self.add_widget(widgetsBox, position="topleft")
        self.add("layer_manager")
        self.add("inspector")
        
        
        def on_button_clicked():
            self.clear_layers()
            if selector.value == "North Complex":    
                self.find_layer('North Complex GOES NBR').visible = True
            elif selector.value == "Dixie":
                self.find_layer('Dixie Complex GOES NBR').visible = True
            elif selector.value == "Cameron Peak":
                self.find_layer('Cameron Peak GOES NBR').visible = True
            elif selector.value == "August Complex":
                self.find_layer('August Complex GOES NBR').visible = True
        '''


@solara.component
def Page():
    
    with solara.Column(style={"align":"start", "min-width": "200px", "height": "200px"}):
        solara.Select(label="Wildfire Case Study", value=selected_fire, values=fireList)
        solara.Markdown(f"**Selected**: {selected_fire.value}")
        solara.Button(label="Map the burn scar",) #on_click = on_button_clicked)
        
    '''def on_button_clicked():
            Map.clear_layers()
            if selected_fire == "North Complex":    
                Map.find_layer("North Complex GOES NBR").visible = True
            elif selected_fire == "Dixie":
                Map.find_layer("Dixie Complex GOES NBR").visible = True
            elif selected_fire == "Cameron Peak":
                Map.find_layer("Cameron Peak GOES NBR").visible = True
            elif selected_fire == "August Complex":
                Map.find_layer("August Complex GOES NBR").visible = True'''

    
    # Isolation is required to prevent the map from overlapping navigation (when screen width < 960px)
    with solara.Column(style={"isolation": "isolate"}):
        map_widget = Map.element(
            center=[39, -120.5],
            zoom=8,
            height="600px",
        )
        
'''layers=[
                {
                    "eeObject": Map.calc_nbr('2020-08-15', '2020-08-16', '2020-09-15', '2020-09-16', north_complex_bb),
                    "visParams": dNBRvisParams,
                    "name": "North Complex GOES NBR",
                    "visible": True
                },
                {
                    "eeObject": Map.calc_nbr('2021-07-12', '2021-07-13', '2021-09-15', '2021-09-16', dixie_bb),
                    "visParams": dNBRvisParams,
                    "name": "Dixie Complex GOES NBR",
                    "visible": False
                },
                {
                    "eeObject": Map.calc_nbr('2020-08-12', '2020-08-13', '2020-09-12', '2020-09-13', cam_peak_bb),
                    "visParams": dNBRvisParams,
                    "name": "Cameron Peak GOES NBR",
                    "visible": True
                },
                {
                    "eeObject": Map.calc_nbr('2020-08-15', '2020-08-16', '2020-11-10', '2020-11-11', aug_complex_bb),
                    "visParams": dNBRvisParams,
                    "name": "August Complex GOES NBR",
                    "visible": False
                }],'''