pages/01_Agro-Clima.py

import os
import leafmap
import solara
import ipywidgets as widgets
from leafmap import leafmap
import leafmap.colormaps as cm
from leafmap.common import get_image_colormap






zoom = solara.reactive(2)
center = solara.reactive((20, 0))


maps = {
     'Agro-ecological Zones: AEZ classification by climate/soil/terrain/LC': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/LR/aez/aez_v9v2_ENSEMBLE_rcp2p6_2020s.tif',
     'Koeppen-Geiger (3-character) classification 2011-2040': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/IPSL-CM5A-LR/rcp4p5/KG3_IPSL-CM5A-LR_rcp4p5_2020s.tif',
    "Total number of growing period days": 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/GFDL-ESM2M/rcp2p6/TS/lgd_GFDL-ESM2M_rcp2p6_',
    "Number of dry days during temperature growing period LGPt=5 (days)" : 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/IPSL-CM5A-LR/rcp8p5/TS/ndd2_IPSL-CM5A-LR_rcp8p5_',
    'Longest period of consecutive dry days in temperature growing period LGPt=5(days)':'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/HadGEM2-ES/rcp2p6/TS/ndd_HadGEM2-ES_rcp2p6_',
    'Annual temperature amplitude (°C)': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/NorESM1-M/rcp4p5/TS/td2_NorESM1-M_rcp4p5_',
    'Mean annual temperature (°C)': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/MIROC-ESM-CHEM/rcp4p5/TS/tmp_MIROC-ESM-CHEM_rcp4p5_',
    'Annual precipitation (mm)': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/MIROC-ESM-CHEM/rcp6p0/TS/prc_MIROC-ESM-CHEM_rcp6p0_',
    'Total number of rain days (days with P > 1 mm)': 'https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/res01/IPSL-CM5A-LR/rcp4p5/TS/ndr_IPSL-CM5A-LR_rcp4p5_'
    
}
anos = list(range(2025, 2041))




#municipios = ee.FeatureCollection('FAO/GAUL_SIMPLIFIED_500m/2015/level2').filter(ee.Filter.eq('ADM0_NAME', 'Brazil'))
#municipios_list = 

# Get the list of municipality names
#estados_list = [estados_list]

maps_list= list(maps)
maps_values= list(maps.values())

aez_colors = {
    0: "#FFFFFF",  # NAA
    1: "#FFD700",  # Tropics, lowland; semi-arid, no soil/terrain limitations
    2: "#DAA520",  # Tropics, lowland; semi-arid, with soil/terrain limitations
    3: "#32CD32",  # Tropics, lowland; sub-humid, no soil/terrain limitations
    4: "#228B22",  # Tropics, lowland; sub-humid, with soil/terrain limitations
    5: "#008000",  # Tropics, lowland; humid, no soil/terrain limitations
    6: "#006400",  # Tropics, lowland; humid, with soil/terrain limitations
    7: "#FFA500",  # Tropics, highland; semi-arid, no soil/terrain limitations
    8: "#FF8C00",  # Tropics, highland; semi-arid, with soil/terrain limitations
    9: "#7FFF00",  # Tropics, highland; sub-humid, no soil/terrain limitations
    10: "#ADFF2F",  # Tropics, highland; sub-humid, with soil/terrain limitations
    11: "#00FF00",  # Tropics, highland; humid, no soil/terrain limitations
    12: "#00FA9A",  # Tropics, highland; humid, with soil/terrain limitations
    13: "#FF4500",  # Sub-tropics, warm; semi-arid, no soil/terrain limitations
    14: "#FF6347",  # Sub-tropics, warm; semi-arid, with soil/terrain limitations
    15: "#9ACD32",  # Sub-tropics, warm; sub-humid, no soil/terrain limitations
    16: "#6B8E23",  # Sub-tropics, warm; sub-humid, with soil/terrain limitations
    17: "#3CB371",  # Sub-tropics, warm; humid, no soil/terrain limitations
    18: "#2E8B57",  # Sub-tropics, warm; humid, with soil/terrain limitations
    19: "#8B4513",  # Sub-tropics, mud, cool; semi-arid, no soil/terrain limitations
    20: "#A0522D",  # Sub-tropics, mud, cool; semi-arid, with soil/terrain limitations
    21: "#D2B48C",  # Sub-tropics, mud, cool; sub-humid, no soil/terrain limitations
    22: "#BC8F8F",  # Sub-tropics, mud, cool; sub-humid, with soil/terrain limitations
    23: "#8FBC8F",  # Sub-tropics, mud, cool; humid, no soil/terrain limitations
    24: "#556B2F",  # Sub-tropics, mud, cool; humid, with soil/terrain limitations
    25: "#CD853F",  # Sub-tropics, cool; semi-arid, no soil/terrain limitations
    26: "#DEB887",  # Sub-tropics, cool; sub-humid, no soil/terrain limitations
    27: "#F4A460",  # Sub-tropics, cool; humid, with soil/terrain limitations
    28: "#D2691E",  # Sub-tropics, cool; humid, no soil/terrain limitations
    29: "#B0C4DE",  # Temperature, moderate; dry, no soil/terrain limitations
    30: "#87CEEB",  # Temperature, moderate; dry, with soil/terrain limitations
    31: "#ADD8E6",  # Temperature, moderate; moist, no soil/terrain limitations
    32: "#6495ED",  # Temperature, moderate; moist, with soil/terrain limitations
    33: "#1E90FF",  # Temperature, moderate; wet, no soil/terrain limitations
    34: "#0000FF",  # Temperature, moderate; wet, with soil/terrain limitations
    35: "#4682B4",  # Temperature, cool; dry, no soil/terrain limitations
    36: "#5F9EA0",  # Temperature, cool; dry, with soil/terrain limitations
    37: "#00CED1",  # Temperature, cool; moist, no soil/terrain limitations
    38: "#40E0D0",  # Temperature, cool; moist, with soil/terrain limitations
    39: "#00FFFF",  # Temperature, cool; wet, no soil/terrain limitations
    40: "#00BFFF",  # Temperature, cool; wet, with soil/terrain limitations
    41: "#A9A9A9",  # Cold, no permafrost; dry, no soil/terrain limitations
    42: "#808080",  # Cold, no permafrost; dry, with soil/terrain limitations
    43: "#C0C0C0",  # Cold, no permafrost; moist, no soil/terrain limitations
    44: "#D3D3D3",  # Cold, no permafrost; moist, with soil/terrain limitations
    45: "#E0FFFF",  # Cold, no permafrost; wet, no soil/terrain limitations
    46: "#F0FFFF",  # Cold, no permafrost; wet, with soil/terrain limitations
    47: "#8B0000",  # Dominantly very steep terrain
    48: "#FF0000",  # Land with severe soil/terrain limitations
    49: "#00FF00",  # Ample irrigated soils
    50: "#008080",  # Dominantly hydromorphic soils
    51: "#FFDAB9",  # Desert/Arid climate
    52: "#000080",  # Boreal/Cold climate
    53: "#FFFFFF",  # Arctic/Very cold climate
    54: "#A52A2A",  # Dominantly built-up land
    55: "#0000FF"   # Dominantly water
}

aez_dict ={
    "NAA": "#FFFFFF",  # Branco
    "Tropics, lowland; semi-arid, no soil/terrain limitations": "#FFD700",  # Dourado
    "Tropics, lowland; semi-arid, with soil/terrain limitations": "#DAA520",  # Dourado escuro
    "Tropics, lowland; sub-humid, no soil/terrain limitations": "#32CD32",  # Verde Lima
    "Tropics, lowland; sub-humid, with soil/terrain limitations": "#228B22",  # Verde Floresta
    "Tropics, lowland; humid, no soil/terrain limitations": "#008000",  # Verde
    "Tropics, lowland; humid, with soil/terrain limitations": "#006400",  # Verde Escuro
    "Tropics, highland; semi-arid, no soil/terrain limitations": "#FFA500",  # Laranja
    "Tropics, highland; semi-arid, with soil/terrain limitations": "#FF8C00",  # Laranja Escuro
    "Tropics, highland; sub-humid, no soil/terrain limitations": "#7FFF00",  # Verde Chartreuse
    "Tropics, highland; sub-humid, with soil/terrain limitations": "#ADFF2F",  # Verde Amarelo
    "Tropics, highland; humid, no soil/terrain limitations": "#00FF00",  # Verde Limão
    "Tropics, highland; humid, with soil/terrain limitations": "#00FA9A",  # Verde Médio
    "Sub-tropics, warm; semi-arid, no soil/terrain limitations": "#FF4500",  # Laranja Vermelho
    "Sub-tropics, warm; semi-arid, with soil/terrain limitations": "#FF6347",  # Tomate
    "Sub-tropics, warm; sub-humid, no soil/terrain limitations": "#9ACD32",  # Verde Amarelo Escuro
    "Sub-tropics, warm; sub-humid, with soil/terrain limitations": "#6B8E23",  # Verde Oliva
    "Sub-tropics, warm; humid, no soil/terrain limitations": "#3CB371",  # Verde Mar Médio
    "Sub-tropics, warm; humid, with soil/terrain limitations": "#2E8B57",  # Verde Mar
    "Sub-tropics, mud, cool; semi-arid, no soil/terrain limitations": "#8B4513",  # Marrom Sela
    "Sub-tropics, mud, cool; semi-arid, with soil/terrain limitations": "#A0522D",  # Sienna
    "Sub-tropics, mud, cool; sub-humid, no soil/terrain limitations": "#D2B48C",  # Tan
    "Sub-tropics, mud, cool; sub-humid, with soil/terrain limitations": "#BC8F8F",  # Rosa Marrom
    "Sub-tropics, mud, cool; humid, no soil/terrain limitations": "#8FBC8F",  # Verde Mar Claro
    "Sub-tropics, mud, cool; humid, with soil/terrain limitations": "#556B2F",  # Verde Oliva Escuro
    "Sub-tropics, cool; semi-arid, no soil/terrain limitations": "#CD853F",  # Peru
    "Sub-tropics, cool; sub-humid, no soil/terrain limitations": "#DEB887",  # Burlywood
    "Sub-tropics, cool; humid, with soil/terrain limitations": "#F4A460",  # Sandy Brown
    "Sub-tropics, cool; humid, no soil/terrain limitations": "#D2691E",  # Chocolate
    "Temperature, moderate; dry, no soil/terrain limitations": "#B0C4DE",  # Azul Aço Claro
    "Temperature, moderate; dry, with soil/terrain limitations": "#87CEEB",  # Céu Azul
    "Temperature, moderate; moist, no soil/terrain limitations": "#ADD8E6",  # Azul Claro
    "Temperature, moderate; moist, with soil/terrain limitations": "#6495ED",  # Azul Cornflower
    "Temperature, moderate; wet, no soil/terrain limitations": "#1E90FF",  # Azul Dodger
    "Temperature, moderate; wet, with soil/terrain limitations": "#0000FF",  # Azul
    "Temperature, cool; dry, no soil/terrain limitations": "#4682B4",  # Azul Aço
    "Temperature, cool; dry, with soil/terrain limitations": "#5F9EA0",  # Azul Cadet
    "Temperature, cool; moist, no soil/terrain limitations": "#00CED1",  # Azul Turquesa Escuro
    "Temperature, cool; moist, with soil/terrain limitations": "#40E0D0",  # Turquesa
    "Temperature, cool; wet, no soil/terrain limitations": "#00FFFF",  # Ciano
    "Temperature, cool; wet, with soil/terrain limitations": "#00BFFF",  # Azul Céu Profundo
    "Cold, no permafrost; dry, no soil/terrain limitations": "#A9A9A9",  # Cinza Escuro
    "Cold, no permafrost; dry, with soil/terrain limitations": "#808080",  # Cinza
    "Cold, no permafrost; moist, no soil/terrain limitations": "#C0C0C0",  # Prata
    "Cold, no permafrost; moist, with soil/terrain limitations": "#D3D3D3",  # Cinza Claro
    "Cold, no permafrost; wet, no soil/terrain limitations": "#E0FFFF",  # Azul Claro Claro
    "Cold, no permafrost; wet, with soil/terrain limitations": "#F0FFFF",  # Azul Celeste
    "Dominantly very steep terrain": "#8B0000",  # Vermelho Escuro
    "Land with severe soil/terrain limitations": "#FF0000",  # Vermelho
    "Ample irrigated soils": "#00FF00",  # Verde Limão
    "Dominantly hydromorphic soils": "#008080",  # Verde Azulado
    "Desert/Arid climate": "#FFDAB9",  # Pêssego
    "Boreal/Cold climate": "#000080",  # Azul Marinho
    "Arctic/Very cold climate": "#FFFFFF",  # Branco
    "Dominantly built-up land": "#A52A2A",  # Marrom
    "Dominantly water": "#0000FF"  # Azul
}


legend_dict = {
    "NA": "#FFFFFF",
    "Tropics, lowland; semi-arid, no soil/terrain limitations": "#FF99CC",
    "Tropics, lowland; semi-arid, with soil/terrain limitations": "#FF6699",
    "Tropics, lowland; sub-humid, no soil/terrain limitations": "#FF9966",
    "Tropics, lowland; sub-humid, with soil/terrain limitations": "#FF6600",
    "Tropics, lowland; humid, no soil/terrain limitations": "#FFCC66",
    "Tropics, lowland; humid, with soil/terrain limitations": "#FF9933",
    "Tropics, highland; semi-arid, no soil/terrain limitations": "#FFCC99",
    "Tropics, highland; semi-arid, with soil/terrain limitations": "#FFCC00",
    "Tropics, highland; sub-humid, no soil/terrain limitations": "#FFFF99",
    "Tropics, highland; sub-humid, with soil/terrain limitations": "#FFFF33",
    "Tropics, highland; humid, no soil/terrain limitations": "#FFFF66",
    "Tropics, highland; humid, with soil/terrain limitations": "#FFFF00",
    "Sub-tropics, warm; semi-arid, no soil/terrain limitations": "#FFCC33",
    "Sub-tropics, warm; semi-arid, with soil/terrain limitations": "#FF9900",
    "Sub-tropics, warm; sub-humid, no soil/terrain limitations": "#FFCC00",
    "Sub-tropics, warm; sub-humid, with soil/terrain limitations": "#FF9900",
    "Sub-tropics, warm; humid, no soil/terrain limitations": "#FFD700",
    "Sub-tropics, warm; humid, with soil/terrain limitations": "#FF8C00",
    "Sub-tropics, mod. cool; semi-arid, no soil/terrain limitations": "#FFA07A",
    "Sub-tropics, mod. cool; semi-arid, with soil/terrain limitations": "#FF4500",
    "Sub-tropics, mod. cool; sub-humid, no soil/terrain limitations": "#FFA500",
    "Sub-tropics, mod. cool; sub-humid, with soil/terrain limitations": "#FFDAB9",
    "Sub-tropics, mod. cool; humid, no soil/terrain limitations": "#FFD700",
    "Sub-tropics, mod. cool; humid, with soil/terrain limitations": "#FFC0CB",
    "Sub-tropics, cool; semi-arid, no soil/terrain limitations": "#98FB98",
    "Sub-tropics, cool; semi-arid, with soil/terrain limitations": "#7CFC00",
    "Sub-tropics, cool; sub-humid, no soil/terrain limitations": "#ADFF2F",
    "Sub-tropics, cool; sub-humid, with soil/terrain limitations": "#32CD32",
    "Sub-tropics, cool; humid, no soil/terrain limitations": "#00FF00",
    "Sub-tropics, cool; humid, with soil/terrain limitations": "#008000",
    "Temperate, moderate; dry, no soil/terrain limitations": "#ADD8E6",
    "Temperate, moderate; dry, with soil/terrain limitations": "#4682B4",
    "Temperate, moderate; moist, no soil/terrain limitations": "#5F9EA0",
    "Temperate, moderate; moist, with soil/terrain limitations": "#6495ED",
    "Temperate, moderate; wet, no soil/terrain limitations": "#1E90FF",
    "Temperate, moderate; wet, with soil/terrain limitations": "#0000FF",
    "Temperate, cool; dry, no soil/terrain limitations": "#87CEEB",
    "Temperate, cool; dry, with soil/terrain limitations": "#4169E1",
    "Temperate, cool; moist, no soil/terrain limitations": "#191970",
    "Temperate, cool; moist, with soil/terrain limitations": "#00008B",
    "Temperate, cool; wet, no soil/terrain limitations": "#4B0082",
    "Temperate, cool; wet, with soil/terrain limitations": "#8A2BE2",
    "Cold, no permafrost; dry, no soil/terrain limitations": "#708090",
    "Cold, no permafrost; dry, with soil/terrain limitations": "#2F4F4F",
    "Cold, no permafrost; moist, no soil/terrain limitations": "#696969",
    "Cold, no permafrost; moist, with soil/terrain limitations": "#808080",
    "Cold, no permafrost; wet, no soil/terrain limitations": "#A9A9A9",
    "Cold, no permafrost; wet, with soil/terrain limitations": "#D3D3D3",
    "Dominantly very steep terrain": "#FFD700",
    "Land with severe soil/terrain limitations": "#A0522D",
    "Ample irrigated soils": "#CD5C5C",
    "Dominantly hydromorphic soils": "#8B0000",
    "Desert/Arid climate": "#FF4500",
    "Boreal/Cold climate": "#2E8B57",
    "Arctic/Very cold climate": "#00CED1",
    "Dominantly built-up land": "#8B4513",
    "Dominantly water": "#0000FF"
}

      
    

def add_widgets(m):
            
            
            setattr(m, "zoom_to_layer", True)
            style = {"description_width": "initial"}
            padding = "0px 0px 0px 5px"

            
            image = widgets.Dropdown(
                value=None,
                options=[('Agro-ecological Zones classification by climate/soil/terrain/LC', maps_values[0]),
                     ('Koeppen-Geiger (3-character) classification 2011-2040', maps_values[1]),
                        ('Total number of growing period days', maps_values[2]),
                        ('Number of dry days during temperature growing period LGPt=5 (days)', maps_values[3]),
                        ('Longest period of consecutive dry days in temperature growing period LGPt=5(days)', maps_values[4]),
                        ('Annual temperature amplitude (°C)', maps_values[5]),
                        ('Mean annual temperature (°C)', maps_values[6]),
                        ('Annual precipitation (mm)', maps_values[7]),
                        ('Total number of rain days (days with P > 1 mm)', maps_values[8]),
                            ],
                description="Image:",
                style=style,
                layout=widgets.Layout(width="270px", padding=padding),
            )

            ano = widgets.Dropdown(
                value=None,
                options=anos,
                description="Ano:",
                style=style,
                layout=widgets.Layout(width="270px", padding=padding),
            )

            output = widgets.Output()


           

            def change_ano(change):
                if change.new:
                    if change.new not in m.get_layer_names():
                        #mosaic = f"{url}/datasets/{dataset.value}/{image.value}.json"
                                                
                        m.add_cog_layer(image.value+ str(ano.value) + '.tif', name=str(ano.value), palette = 'inferno' )
                        
                        output.outputs = ()
                        #output.append_stdout(f"Image date: {image_date}\n")

            ano.observe(change_ano, names="value")
            

            def change_image(change):
                if change.new:
                    if change.new not in m.get_layer_names():
                        #mosaic = f"{url}/datasets/{dataset.value}/{image.value}.json"
                        layer_list = m.get_layer_names()
                        
                        for layer in layer_list:
                            m.remove_layer(m.find_layer(layer))
                        

                        m.add_basemap("HYBRID")
                        #m.remove_legend()

                        if image.value == maps_values[0]:
                            m.add_cog_layer(maps_values[0], name=maps_list[0],colormap=aez_colors)
                            m.add_legend(legend_title="Legenda", legend_dict=aez_dict, layer_name=maps_list[0], position="bottomleft")

                        elif image.value == maps_values[1]:
                            
                            
                            #m.remove_colorbar()
                            #raster = 'pages/aez.tif'
                            legend_dict = {
                                    "A4 Equatorial rainforest": "#00FF00",  # Verde
                                    "Am Equatorial monsoon": "#32CD32",     # Verde Lima
                                    "As Equatorial savannah, dry summer": "#ADFF2F",  # Verde Amarelo
                                    "Aw Equatorial savannah, dry winter": "#9ACD32",  # Verde Amarelo Escuro
                                    "BWh Desert climate, hot": "#FF4500",   # Laranja Vermelho
                                    "BWk Desert climate, cold": "#FF8C00",  # Laranja Escuro
                                    "BSh Steppe climate, hot": "#FFD700",   # Ouro
                                    "BSk Steppe climate, cold": "#DAA520",  # Ouro Escuro
                                    "Cfa Temperate/mesothermal, fully humid, hot": "#87CEEB",  # Céu Azul
                                    "Cfb Temperate/mesothermal, fully humid, warm": "#ADD8E6",  # Azul Claro
                                    "Cfc Temperate/mesothermal, fully humid, cold": "#4682B4",  # Azul Aço
                                    "Csa Temperate/mesothermal, dry summer, hot": "#FFA07A",  # Salmão Claro
                                    "Csb Temperate/mesothermal, dry summer, warm": "#FA8072",  # Salmão
                                    "Csc Temperate/mesothermal, dry summer, cold": "#E9967A",  # Salmão Escuro
                                    "Cwa Temperate/mesothermal, dry winter, hot": "#FFDAB9",  # Pêssego
                                    "Cwb Temperate/mesothermal, dry winter, warm": "#FFE4B5",  # Moccasin
                                    "Cwc Temperate/mesothermal, dry winter, cold": "#FFDEAD",  # Navajo Branco
                                    "Dfa Continental/microthermal, fully humid, hot": "#8B0000",  # Vermelho Escuro
                                    "Dfb Continental/microthermal, fully humid, warm": "#B22222",  # Tijolo Fogo
                                    "Dfc Continental/microthermal, fully humid, cold": "#DC143C",  # Carmesim
                                    "Dfd Continental/microthermal, fully humid, very cold": "#FF0000",  # Vermelho
                                    "Dsa Continental/microthermal, dry summer, hot": "#800080",  # Roxo
                                    "Dsb Continental/microthermal, dry summer, warm": "#9370DB",  # Roxo Médio
                                    "Dsc Continental/microthermal, dry summer, cold": "#8A2BE2",  # Azul Violeta
                                    "Dsd Continental/microthermal, dry summer, very cold": "#4B0082",  # Índigo
                                    "Dwa Continental/microthermal, dry winter, hot": "#000080",  # Azul Marinho
                                    "Dwb Continental/microthermal, dry winter, warm": "#0000CD",  # Azul Médio
                                    "Dwc Continental/microthermal, dry winter, cold": "#1E90FF",  # Azul Dodger
                                    "Dwd Continental/microthermal, dry winter, very cold": "#00BFFF",  # Azul Céu Profundo
                                    "ET Tundra climate": "#F0E68C",  # Caqui
                                    "EF Eternal Frost climate": "#FFFFFF"   # Branco
                                }
                            
                            custom_cmap = {
                                    0: "#00FF00",  # A4 Equatorial rainforest
                            1: "#32CD32",  # Am Equatorial monsoon
                            2: "#ADFF2F",  # As Equatorial savannah, dry summer
                            3: "#9ACD32",  # Aw Equatorial savannah, dry winter
                            4: "#FF4500",  # BWh Desert climate, hot
                            5: "#FF8C00",  # BWk Desert climate, cold
                            6: "#FFD700",  # BSh Steppe climate, hot
                            7: "#DAA520",  # BSk Steppe climate, cold
                            8: "#87CEEB",  # Cfa Temperate/mesothermal climate, fully humid, hot
                            9: "#ADD8E6",  # Cfb Temperate/mesothermal climate, fully humid, warm
                            10: "#4682B4",  # Cfc Temperate/mesothermal climate, fully humid, cold
                            11: "#FFA07A",  # Csa Temperate/mesothermal climate, dry summer, hot
                            12: "#FA8072",  # Csb Temperate/mesothermal climate, dry summer, warm
                            13: "#E9967A",  # Csc Temperate/mesothermal climate, dry summer, cold
                            14: "#FFDAB9",  # Cwa Temperate/mesothermal climate, dry winter, hot
                            15: "#FFE4B5",  # Cwb Temperate/mesothermal climate, dry winter, warm
                            16: "#FFDEAD",  # Cwc Temperate/mesothermal climate, dry winter, cold
                            17: "#8B0000",  # Dfa Continental/microthermal climate, fully humid, hot
                            18: "#B22222",  # Dfb Continental/microthermal climate, fully humid, warm
                            19: "#DC143C",  # Dfc Continental/microthermal climate, fully humid, cold
                            20: "#FF0000",  # Dfd Continental/microthermal climate, fully humid, very cold
                            21: "#800080",  # Dsa Continental/microthermal climate, dry summer, hot
                            22: "#9370DB",  # Dsb Continental/microthermal climate, dry summer, warm
                            23: "#8A2BE2",  # Dsc Continental/microthermal climate, dry summer, cold
                            24: "#4B0082",  # Dsd Continental/microthermal climate, dry summer, very cold
                            25: "#000080",  # Dwa Continental/microthermal climate, dry winter, hot
                            26: "#0000CD",  # Dwb Continental/microthermal climate, dry winter, warm
                            27: "#1E90FF",  # Dwc Continental/microthermal climate, dry winter, cold
                            28: "#00BFFF",  # Dwd Continental/microthermal climate, dry winter, very cold
                            29: "#F0E68C",  # ET Tundra climate
                            30: "#FFFFFF"   # EF Eternal Frost climate
                                }

                            
                            
                            m.add_cog_layer(image.value, colormap=custom_cmap, name=maps_list[1])
                            m.add_legend(legend_title="Legenda", legend_dict=legend_dict, layer_name=maps_list[1], position="bottomleft")

                        
                        elif image.value == maps_values[5] or image.value == maps_values[6]:
                            

                            

                            colors = cm.get_palette(cmap_name='inferno', hashtag=True)
                            m.add_cog_layer(image.value+ str(ano.value) + '.tif', name=str(ano.value), palette = 'inferno' )
                            m.add_colorbar(colors= colors, vmin=0, vmax=40, position='bottomright', orientation='horizontal', label='°C', caption='Graus Celsius')
                        elif image.value == maps_values[7]:
                            
                        

                            colors = cm.get_palette(cmap_name='inferno', hashtag=True)
                            m.add_cog_layer(image.value+ str(ano.value) + '.tif', name=str(ano.value), palette = 'inferno' )
                            m.add_colorbar(colors= colors, vmin=0, vmax=3000, position='bottomright', orientation='horizontal', label='mm', caption='Precipitação Anual')
                        
                            

                        else:
                                
                            
                                m.add_cog_layer(image.value+ str(ano.value) + '.tif', name=str(ano.value), palette = 'inferno' )
                                
                                colors = cm.get_palette(cmap_name='inferno', hashtag=True)
                                m.add_colorbar(colors= colors, vmin=0, vmax=365, position='bottomright', orientation='horizontal', label='Dias', caption='Dias no Ano')
                            
                                
                        
                        #image_date = get_image_date(image.value, m)
                        
                        output.outputs = ()
                        #output.append_stdout(f"Image date: {image_date}\n")

            image.observe(change_image, names="value")
                
            box = widgets.VBox(
                [ ano,image, output]
            )
            m.add_widget(box, position="topright", add_header=False)


class Map(leafmap.Map):
        def __init__(self, **kwargs):
            super().__init__(**kwargs)
            #ee.Authenticate()
            #ee.Initialize(project='ee-curso-gee-rhamon')
            #self.add_ee_data()
            

            add_widgets(self)
            self.add_layer_manager(opened= True)
            #self.add_legend(legend_title="Legend", legend_dict=legend_dict, open=False)
            #self.add_inspector()
            
            

           

        
        
        
        

@solara.component
def Page():
    with solara.Column(style={"min-width": "500px"}):
        Map.element(
            zoom=zoom.value,
            on_zoom=zoom.set,
            center=center.value,
            on_center=center.set,
            height="600px",
            toolbar_ctrl=False,
            data_ctrl=True,
            add_google_map=True,
        )