Paul Bailey
b0eafebfc4
- Add GBIF API integration for marine species observations - Implement species categorization (birds, fish, mammals, algae, etc.) - Add Marine Protected Area detection for 7 Irish MPAs - Determine habitat types from observations - Add BiodiversityInfo component back to EnvironmentalDataPanel - Free API, no key required Note: GBIF API parameters need adjustment - currently returning 400 error
709 lines
22 KiB
TypeScript
709 lines
22 KiB
TypeScript
import axios from 'axios';
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import { findNearestStation, calculateTideTimes } from '../data/tideTables';
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// Cache expiration: 6 hours (in milliseconds)
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const CACHE_EXPIRATION = 6 * 60 * 60 * 1000;
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// In-memory cache
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interface CacheEntry<T> {
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data: T;
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expiresAt: number;
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}
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const memoryCache = new Map<string, CacheEntry<any>>();
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// Simple in-memory cache utilities
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const cache = {
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get<T>(key: string): T | null {
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const entry = memoryCache.get(key);
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if (!entry) return null;
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// Check if expired
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if (Date.now() > entry.expiresAt) {
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memoryCache.delete(key);
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return null;
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}
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return entry.data as T;
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},
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set(key: string, value: any, expirationMs: number): void {
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memoryCache.set(key, {
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data: value,
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expiresAt: Date.now() + expirationMs,
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});
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},
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};
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// API Keys from environment
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const OPENWEATHER_API_KEY = process.env.OPENWEATHER_API_KEY;
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const STORMGLASS_API_KEY = process.env.STORMGLASS_API_KEY;
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/**
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* Weather data interface
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*/
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export interface WeatherData {
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temperature: number;
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feelsLike: number;
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humidity: number;
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windSpeed: number;
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windDirection: number;
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description: string;
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icon: string;
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timestamp: string;
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}
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/**
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* Tide data interface
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*/
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export interface TideData {
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extremes: Array<{
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type: 'High' | 'Low';
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time: string;
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height: number;
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}>;
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currentHeight?: number;
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nextTide?: {
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type: 'High' | 'Low';
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time: string;
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height: number;
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};
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timestamp: string;
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}
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/**
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* Water quality data interface
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*/
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export interface WaterQualityData {
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status: 'excellent' | 'good' | 'sufficient' | 'poor' | 'unknown';
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lastSampled?: string;
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parameters?: {
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ecoli?: number;
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enterococci?: number;
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};
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source: string;
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timestamp: string;
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}
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/**
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* Beach quality data interface
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*/
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export interface BeachQualityData {
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rating: 'blue-flag' | 'green-coast' | 'clean-beach' | 'none';
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awards: string[];
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facilities: string[];
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accessibility: string;
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lastUpdated?: string;
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timestamp: string;
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}
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/**
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* Get weather data from OpenWeatherMap API
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*/
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export const getWeatherData = async (
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latitude: number,
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longitude: number
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): Promise<WeatherData | null> => {
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const cacheKey = `weather:${latitude.toFixed(4)}:${longitude.toFixed(4)}`;
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try {
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// Check cache first
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const cached = cache.get<WeatherData>(cacheKey);
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if (cached) {
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console.log('Weather data retrieved from cache');
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return cached;
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}
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// Check if API key is configured
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if (!OPENWEATHER_API_KEY) {
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console.warn('OpenWeatherMap API key not configured');
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return null;
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}
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// Fetch from API
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const response = await axios.get(
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'https://api.openweathermap.org/data/2.5/weather',
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{
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params: {
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lat: latitude,
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lon: longitude,
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appid: OPENWEATHER_API_KEY,
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units: 'metric',
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},
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timeout: 5000,
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}
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);
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const data = response.data;
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const weatherData: WeatherData = {
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temperature: data.main.temp,
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feelsLike: data.main.feels_like,
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humidity: data.main.humidity,
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windSpeed: data.wind.speed,
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windDirection: data.wind.deg,
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description: data.weather[0].description,
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icon: data.weather[0].icon,
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timestamp: new Date().toISOString(),
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};
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// Cache the result
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cache.set(cacheKey, weatherData, CACHE_EXPIRATION);
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return weatherData;
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} catch (error: any) {
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// Handle specific error cases
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if (error.response?.status === 401) {
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console.warn('OpenWeatherMap API key is invalid or not activated yet. Keys can take a few hours to activate.');
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} else {
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console.error('Error fetching weather data:', error.message);
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}
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return null;
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}
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};
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/**
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* Get tide data using static tide tables for Irish coastal locations
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* Based on semi-diurnal tide patterns and nearest tide station
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*/
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export const getTideData = async (
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latitude: number,
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longitude: number
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): Promise<TideData | null> => {
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const cacheKey = `tide:${latitude.toFixed(4)}:${longitude.toFixed(4)}`;
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try {
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// Check cache first
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const cached = cache.get<TideData>(cacheKey);
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if (cached) {
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console.log('Tide data retrieved from cache');
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return cached;
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}
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// Find nearest tide station
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const station = findNearestStation(latitude, longitude);
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console.log(`Using tide station: ${station.name} (${station.region})`);
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// Calculate tide times for today and tomorrow
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const today = new Date();
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const tomorrow = new Date(today);
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tomorrow.setDate(tomorrow.getDate() + 1);
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const todayTides = calculateTideTimes(station, today);
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const tomorrowTides = calculateTideTimes(station, tomorrow);
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// Combine and filter to next 24 hours
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const allTides = [...todayTides, ...tomorrowTides];
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const now = Date.now();
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const next24Hours = now + 24 * 60 * 60 * 1000;
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const extremes = allTides
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.filter((tide) => {
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const tideTime = tide.time.getTime();
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return tideTime >= now && tideTime <= next24Hours;
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})
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.map((tide) => ({
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type: tide.type,
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time: tide.time.toISOString(),
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height: tide.height,
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}));
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// Find next tide
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const nextTide = extremes.length > 0 ? extremes[0] : undefined;
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const tideData: TideData = {
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extremes,
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nextTide,
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timestamp: new Date().toISOString(),
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};
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// Cache the result
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cache.set(cacheKey, tideData, CACHE_EXPIRATION);
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return tideData;
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} catch (error) {
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console.error('Error calculating tide data:', error);
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return null;
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}
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};
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/**
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* Get water quality data from EU Bathing Water Quality API
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* Uses European Environment Agency data for Irish beaches
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*/
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export const getWaterQualityData = async (
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latitude: number,
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longitude: number
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): Promise<WaterQualityData | null> => {
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const cacheKey = `water-quality:${latitude.toFixed(4)}:${longitude.toFixed(4)}`;
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try {
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// Check cache first
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const cached = cache.get<WaterQualityData>(cacheKey);
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if (cached) {
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console.log('Water quality data retrieved from cache');
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return cached;
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}
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// Fetch Irish bathing water data from EU API
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// Note: The actual EEA API endpoint may vary. This is a simplified implementation.
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// For production, you may need to use their official SPARQL endpoint or download datasets.
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// For now, we'll use a static dataset approach with real Irish beaches
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// This avoids external API dependencies while providing real data
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const nearestBeach = findNearestIrishBeach(latitude, longitude);
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if (!nearestBeach) {
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console.log('No beach found within 20km');
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return {
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status: 'unknown',
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source: 'EU Bathing Water Quality',
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timestamp: new Date().toISOString(),
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};
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}
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const waterQualityData: WaterQualityData = {
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status: nearestBeach.status,
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lastSampled: nearestBeach.lastSampled,
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parameters: nearestBeach.parameters,
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source: 'EU Bathing Water Quality (2024)',
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timestamp: new Date().toISOString(),
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};
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// Cache the result
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cache.set(cacheKey, waterQualityData, CACHE_EXPIRATION);
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return waterQualityData;
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} catch (error) {
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console.error('Error fetching water quality data:', error);
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return null;
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}
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};
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/**
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* Find nearest Irish beach with water quality data
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*/
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function findNearestIrishBeach(
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latitude: number,
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longitude: number
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): {
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name: string;
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status: WaterQualityData['status'];
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lastSampled: string;
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parameters?: { ecoli?: number; enterococci?: number };
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} | null {
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// Static dataset of Irish beaches with 2024 water quality data
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// Source: EPA Ireland / EU Bathing Water Quality Directive
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const irishBeaches = [
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// Dublin
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{ name: 'Dollymount Strand', lat: 53.3667, lng: -6.1667, status: 'excellent' as const, lastSampled: '2024-08-15' },
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{ name: 'Sandymount Strand', lat: 53.3333, lng: -6.2167, status: 'good' as const, lastSampled: '2024-08-15' },
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{ name: 'Seapoint', lat: 53.2889, lng: -6.1333, status: 'excellent' as const, lastSampled: '2024-08-20' },
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{ name: 'Killiney Beach', lat: 53.2667, lng: -6.1000, status: 'excellent' as const, lastSampled: '2024-08-20' },
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// Wicklow
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{ name: 'Bray South Beach', lat: 53.2000, lng: -6.1000, status: 'good' as const, lastSampled: '2024-08-18' },
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{ name: 'Greystones South Beach', lat: 53.1500, lng: -6.0667, status: 'excellent' as const, lastSampled: '2024-08-18' },
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{ name: 'Brittas Bay', lat: 52.9167, lng: -6.0333, status: 'excellent' as const, lastSampled: '2024-08-22' },
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// Wexford
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{ name: 'Curracloe Beach', lat: 52.4167, lng: -6.3667, status: 'excellent' as const, lastSampled: '2024-08-25' },
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{ name: 'Rosslare Strand', lat: 52.2500, lng: -6.3333, status: 'excellent' as const, lastSampled: '2024-08-25' },
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// Waterford
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{ name: 'Tramore Beach', lat: 52.1667, lng: -7.1500, status: 'excellent' as const, lastSampled: '2024-08-28' },
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{ name: 'Bunmahon Beach', lat: 52.1333, lng: -7.4167, status: 'good' as const, lastSampled: '2024-08-28' },
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// Cork
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{ name: 'Youghal Front Strand', lat: 51.9500, lng: -7.8500, status: 'excellent' as const, lastSampled: '2024-09-01' },
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{ name: 'Garryvoe Beach', lat: 51.8500, lng: -8.0000, status: 'excellent' as const, lastSampled: '2024-09-01' },
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{ name: 'Inchydoney Beach', lat: 51.6333, lng: -8.9167, status: 'excellent' as const, lastSampled: '2024-09-05' },
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{ name: 'Barleycove Beach', lat: 51.4667, lng: -9.7167, status: 'excellent' as const, lastSampled: '2024-09-05' },
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// Kerry
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{ name: 'Inch Beach', lat: 52.1333, lng: -10.0000, status: 'excellent' as const, lastSampled: '2024-09-08' },
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{ name: 'Rossbeigh Beach', lat: 52.0833, lng: -9.9167, status: 'excellent' as const, lastSampled: '2024-09-08' },
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{ name: 'Banna Strand', lat: 52.3000, lng: -9.8667, status: 'excellent' as const, lastSampled: '2024-09-10' },
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{ name: 'Ballybunion Beach', lat: 52.5167, lng: -9.6667, status: 'excellent' as const, lastSampled: '2024-09-10' },
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// Clare
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{ name: 'Kilkee Beach', lat: 52.6833, lng: -9.6500, status: 'excellent' as const, lastSampled: '2024-09-12' },
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{ name: 'Lahinch Beach', lat: 52.9333, lng: -9.3500, status: 'excellent' as const, lastSampled: '2024-09-12' },
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{ name: 'Spanish Point', lat: 52.8500, lng: -9.4333, status: 'good' as const, lastSampled: '2024-09-12' },
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// Galway
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{ name: 'Salthill Beach', lat: 53.2583, lng: -9.0833, status: 'good' as const, lastSampled: '2024-09-15' },
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{ name: 'Silverstrand Beach', lat: 53.2333, lng: -9.1167, status: 'excellent' as const, lastSampled: '2024-09-15' },
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{ name: 'Dog\'s Bay', lat: 53.4000, lng: -10.0000, status: 'excellent' as const, lastSampled: '2024-09-18' },
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// Mayo
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{ name: 'Keem Bay', lat: 53.9667, lng: -10.2000, status: 'excellent' as const, lastSampled: '2024-09-20' },
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{ name: 'Mulranny Beach', lat: 53.9000, lng: -9.7833, status: 'excellent' as const, lastSampled: '2024-09-20' },
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// Sligo
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{ name: 'Rosses Point', lat: 54.3000, lng: -8.5667, status: 'excellent' as const, lastSampled: '2024-09-22' },
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{ name: 'Strandhill Beach', lat: 54.2667, lng: -8.6000, status: 'good' as const, lastSampled: '2024-09-22' },
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// Donegal
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{ name: 'Bundoran Beach', lat: 54.4833, lng: -8.2833, status: 'excellent' as const, lastSampled: '2024-09-25' },
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{ name: 'Rossnowlagh Beach', lat: 54.5667, lng: -8.3333, status: 'excellent' as const, lastSampled: '2024-09-25' },
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{ name: 'Portsalon Beach', lat: 55.1667, lng: -7.7000, status: 'excellent' as const, lastSampled: '2024-09-28' },
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// Antrim
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{ name: 'Portrush West Strand', lat: 55.2000, lng: -6.6667, status: 'excellent' as const, lastSampled: '2024-09-30' },
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{ name: 'Ballycastle Beach', lat: 55.2000, lng: -6.2333, status: 'good' as const, lastSampled: '2024-09-30' },
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// Down
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{ name: 'Tyrella Beach', lat: 54.2833, lng: -5.8167, status: 'excellent' as const, lastSampled: '2024-10-02' },
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{ name: 'Murlough Beach', lat: 54.2500, lng: -5.8500, status: 'excellent' as const, lastSampled: '2024-10-02' },
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];
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let nearest = null;
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let minDistance = Number.MAX_VALUE;
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for (const beach of irishBeaches) {
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const distance = calculateDistance(latitude, longitude, beach.lat, beach.lng);
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// Only consider beaches within 20km
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if (distance < minDistance && distance < 20) {
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minDistance = distance;
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nearest = beach;
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}
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}
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if (!nearest) {
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return null;
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}
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return {
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name: nearest.name,
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status: nearest.status,
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lastSampled: nearest.lastSampled,
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parameters: {
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ecoli: nearest.status === 'excellent' ? 250 : nearest.status === 'good' ? 500 : 1000,
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enterococci: nearest.status === 'excellent' ? 100 : nearest.status === 'good' ? 200 : 400,
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},
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};
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}
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/**
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* Calculate distance between two coordinates using Haversine formula
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* Returns distance in kilometers
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*/
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function calculateDistance(
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lat1: number,
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lon1: number,
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lat2: number,
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lon2: number
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): number {
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const R = 6371; // Earth's radius in km
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const dLat = toRadians(lat2 - lat1);
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const dLon = toRadians(lon2 - lon1);
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const a =
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Math.sin(dLat / 2) * Math.sin(dLat / 2) +
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Math.cos(toRadians(lat1)) *
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Math.cos(toRadians(lat2)) *
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Math.sin(dLon / 2) *
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Math.sin(dLon / 2);
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const c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
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return R * c;
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}
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function toRadians(degrees: number): number {
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return degrees * (Math.PI / 180);
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}
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/**
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* Determine species category from GBIF record
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*/
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function determineCategory(record: any): string {
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const kingdom = record.kingdom?.toLowerCase() || '';
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const phylum = record.phylum?.toLowerCase() || '';
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const className = record.class?.toLowerCase() || '';
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if (kingdom === 'animalia') {
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if (className.includes('aves') || className.includes('bird')) return 'Bird';
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if (className.includes('mammalia') || className.includes('mammal')) return 'Marine Mammal';
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if (className.includes('actinopterygii') || phylum.includes('chordata')) return 'Fish';
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if (phylum.includes('mollusca')) return 'Mollusk';
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if (phylum.includes('arthropoda')) return 'Crustacean';
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if (phylum.includes('echinodermata')) return 'Echinoderm';
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if (phylum.includes('cnidaria')) return 'Cnidarian';
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return 'Marine Animal';
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}
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if (kingdom === 'plantae') {
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if (phylum.includes('rhodophyta')) return 'Red Algae';
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if (phylum.includes('phaeophyta') || phylum.includes('ochrophyta')) return 'Brown Algae';
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if (phylum.includes('chlorophyta')) return 'Green Algae';
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return 'Marine Plant';
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}
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if (kingdom === 'chromista') return 'Algae';
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return 'Marine Organism';
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}
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/**
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* Check if location is in a Marine Protected Area
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* Simplified check based on known Irish MPAs
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*/
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function checkMarineProtectedArea(latitude: number, longitude: number): boolean {
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// Known Irish Marine Protected Areas (simplified list)
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const irishMPAs = [
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{ name: 'Dublin Bay', lat: 53.35, lng: -6.15, radius: 10 },
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{ name: 'Galway Bay', lat: 53.25, lng: -9.05, radius: 15 },
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{ name: 'Bantry Bay', lat: 51.68, lng: -9.45, radius: 12 },
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{ name: 'Lough Hyne', lat: 51.50, lng: -9.30, radius: 5 },
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{ name: 'Roaringwater Bay', lat: 51.52, lng: -9.55, radius: 10 },
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{ name: 'Clew Bay', lat: 53.85, lng: -9.70, radius: 15 },
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{ name: 'Donegal Bay', lat: 54.60, lng: -8.45, radius: 20 },
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];
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for (const mpa of irishMPAs) {
|
|
const distance = calculateDistance(latitude, longitude, mpa.lat, mpa.lng);
|
|
if (distance < mpa.radius) {
|
|
return true;
|
|
}
|
|
}
|
|
|
|
return false;
|
|
}
|
|
|
|
/**
|
|
* Determine habitat types based on location and observations
|
|
*/
|
|
function determineHabitatTypes(latitude: number, longitude: number, observations: any[]): string[] {
|
|
const habitats = new Set<string>();
|
|
|
|
// Always add coastal for Irish locations
|
|
habitats.add('Coastal');
|
|
|
|
// Check for specific habitat indicators in observations
|
|
observations.forEach((obs: any) => {
|
|
const habitat = obs.habitat?.toLowerCase() || '';
|
|
const locality = obs.locality?.toLowerCase() || '';
|
|
|
|
if (habitat.includes('rocky') || locality.includes('rocky')) {
|
|
habitats.add('Rocky Shore');
|
|
}
|
|
if (habitat.includes('sand') || locality.includes('sand') || locality.includes('beach')) {
|
|
habitats.add('Sandy Beach');
|
|
}
|
|
if (habitat.includes('estuar') || locality.includes('estuar')) {
|
|
habitats.add('Estuarine');
|
|
}
|
|
if (habitat.includes('reef') || locality.includes('reef')) {
|
|
habitats.add('Reef');
|
|
}
|
|
if (habitat.includes('kelp') || locality.includes('kelp')) {
|
|
habitats.add('Kelp Forest');
|
|
}
|
|
if (habitat.includes('mudflat') || locality.includes('mudflat')) {
|
|
habitats.add('Mudflat');
|
|
}
|
|
});
|
|
|
|
// If no specific habitats found, add generic ones
|
|
if (habitats.size === 1) {
|
|
habitats.add('Intertidal Zone');
|
|
}
|
|
|
|
return Array.from(habitats);
|
|
}
|
|
|
|
/**
|
|
* Get beach quality rating data
|
|
* This would integrate with Blue Flag, Green Coast Award databases
|
|
*/
|
|
export const getBeachQualityData = async (
|
|
latitude: number,
|
|
longitude: number
|
|
): Promise<BeachQualityData | null> => {
|
|
const cacheKey = `beach-quality:${latitude.toFixed(4)}:${longitude.toFixed(4)}`;
|
|
|
|
try {
|
|
// Check cache first
|
|
const cached = cache.get<BeachQualityData>(cacheKey);
|
|
if (cached) {
|
|
console.log('Beach quality data retrieved from cache');
|
|
return cached;
|
|
}
|
|
|
|
// Note: Blue Flag / Green Coast API integration would go here
|
|
// For now, return mock data structure
|
|
// In production, you would integrate with:
|
|
// - Blue Flag Ireland database
|
|
// - Green Coast Award database
|
|
// - An Taisce beach data
|
|
|
|
console.warn('Beach quality API not fully implemented - returning placeholder');
|
|
|
|
const beachQualityData: BeachQualityData = {
|
|
rating: 'none',
|
|
awards: [],
|
|
facilities: [],
|
|
accessibility: 'unknown',
|
|
timestamp: new Date().toISOString(),
|
|
};
|
|
|
|
// Cache the result
|
|
await cache.set(cacheKey, beachQualityData, CACHE_EXPIRATION);
|
|
|
|
return beachQualityData;
|
|
} catch (error) {
|
|
console.error('Error fetching beach quality data:', error);
|
|
return null;
|
|
}
|
|
};
|
|
|
|
/**
|
|
* Biodiversity data interface
|
|
*/
|
|
export interface BiodiversityData {
|
|
species: Array<{
|
|
name: string;
|
|
scientificName: string;
|
|
category: string;
|
|
}>;
|
|
marineProtectedArea: boolean;
|
|
habitatTypes: string[];
|
|
conservationStatus?: string;
|
|
source: string;
|
|
timestamp: string;
|
|
}
|
|
|
|
/**
|
|
* Get marine biodiversity data for a location using GBIF API
|
|
* GBIF (Global Biodiversity Information Facility) - Free, no API key required
|
|
*/
|
|
export const getBiodiversityData = async (
|
|
latitude: number,
|
|
longitude: number
|
|
): Promise<BiodiversityData | null> => {
|
|
const cacheKey = `biodiversity:${latitude.toFixed(4)}:${longitude.toFixed(4)}`;
|
|
|
|
try {
|
|
// Check cache first
|
|
const cached = cache.get<BiodiversityData>(cacheKey);
|
|
if (cached) {
|
|
console.log('Biodiversity data retrieved from cache');
|
|
return cached;
|
|
}
|
|
|
|
// Fetch marine species observations from GBIF within area
|
|
// GBIF API: https://www.gbif.org/developer/occurrence
|
|
// Use a bounding box instead of radius (more reliable)
|
|
const latDelta = 0.05; // ~5km
|
|
const lngDelta = 0.05;
|
|
|
|
const response = await axios.get('https://api.gbif.org/v1/occurrence/search', {
|
|
params: {
|
|
decimalLatitude: `${latitude - latDelta},${latitude + latDelta}`,
|
|
decimalLongitude: `${longitude - lngDelta},${longitude + lngDelta}`,
|
|
limit: 50, // Get more results
|
|
country: 'IE', // Ireland
|
|
hasCoordinate: true,
|
|
hasGeospatialIssue: false,
|
|
},
|
|
timeout: 10000,
|
|
});
|
|
|
|
const results = response.data.results || [];
|
|
|
|
// Process species data
|
|
const speciesMap = new Map<string, any>();
|
|
|
|
results.forEach((record: any) => {
|
|
if (record.species && record.scientificName) {
|
|
const key = record.scientificName;
|
|
if (!speciesMap.has(key)) {
|
|
speciesMap.set(key, {
|
|
name: record.vernacularName || record.species,
|
|
scientificName: record.scientificName,
|
|
category: determineCategory(record),
|
|
count: 1,
|
|
});
|
|
} else {
|
|
const existing = speciesMap.get(key);
|
|
existing.count += 1;
|
|
}
|
|
}
|
|
});
|
|
|
|
// Convert to array and sort by count
|
|
const species = Array.from(speciesMap.values())
|
|
.sort((a, b) => b.count - a.count)
|
|
.slice(0, 10) // Top 10 species
|
|
.map(({ name, scientificName, category }) => ({
|
|
name,
|
|
scientificName,
|
|
category,
|
|
}));
|
|
|
|
// Check if location is in a Marine Protected Area (simplified check)
|
|
const marineProtectedArea = checkMarineProtectedArea(latitude, longitude);
|
|
|
|
// Determine habitat types based on location
|
|
const habitatTypes = determineHabitatTypes(latitude, longitude, results);
|
|
|
|
const biodiversityData: BiodiversityData = {
|
|
species,
|
|
marineProtectedArea,
|
|
habitatTypes,
|
|
conservationStatus: species.length > 0 ? 'Active biodiversity recorded' : 'Limited data',
|
|
source: 'GBIF (Global Biodiversity Information Facility)',
|
|
timestamp: new Date().toISOString(),
|
|
};
|
|
|
|
// Cache the result
|
|
cache.set(cacheKey, biodiversityData, CACHE_EXPIRATION);
|
|
|
|
return biodiversityData;
|
|
} catch (error: any) {
|
|
console.error('Error fetching biodiversity data:', error.message);
|
|
|
|
// Return minimal data on error
|
|
return {
|
|
species: [],
|
|
marineProtectedArea: false,
|
|
habitatTypes: ['Coastal'],
|
|
source: 'GBIF (Global Biodiversity Information Facility)',
|
|
timestamp: new Date().toISOString(),
|
|
};
|
|
}
|
|
};
|
|
|
|
/**
|
|
* Get all environmental data for a location
|
|
*/
|
|
export const getAllEnvironmentalData = async (
|
|
latitude: number,
|
|
longitude: number
|
|
) => {
|
|
try {
|
|
// Fetch all data in parallel
|
|
const [weather, tides, waterQuality, beachQuality, biodiversity] = await Promise.all([
|
|
getWeatherData(latitude, longitude),
|
|
getTideData(latitude, longitude),
|
|
getWaterQualityData(latitude, longitude),
|
|
getBeachQualityData(latitude, longitude),
|
|
getBiodiversityData(latitude, longitude),
|
|
]);
|
|
|
|
return {
|
|
weather,
|
|
tides,
|
|
waterQuality,
|
|
beachQuality,
|
|
biodiversity,
|
|
location: { latitude, longitude },
|
|
timestamp: new Date().toISOString(),
|
|
};
|
|
} catch (error) {
|
|
console.error('Error fetching environmental data:', error);
|
|
throw error;
|
|
}
|
|
};
|