Update app.py
Browse files
app.py
CHANGED
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@@ -4,22 +4,14 @@ import os
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from urllib.parse import quote
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# =====================================================
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# PAGE
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# =====================================================
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st.set_page_config(
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page_title="Biodiversity GIS Explorer",
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layout="wide"
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)
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st.title("🌍 Biodiversity GIS Explorer")
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st.write(
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"Explore biodiversity species using GBIF + AI analysis."
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)
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# =====================================================
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# GEMINI
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# =====================================================
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def call_gemini(prompt, api_key):
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@@ -30,467 +22,231 @@ def call_gemini(prompt, api_key):
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url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-3.1-flash-lite:generateContent?key={api_key}"
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payload = {
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"contents": [
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{
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"parts": [{"text": prompt}]
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}
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]
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}
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try:
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result = response.json()
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return result["candidates"][0]["content"]["parts"][0]["text"]
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except Exception as e:
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return f"Gemini Error: {e}"
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# =====================================================
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# COUNTRY
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# =====================================================
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country_codes = {
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"sudan": "SD",
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"السودان": "SD",
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"egypt": "EG",
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"مصر": "EG",
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"kenya": "KE",
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"كينيا": "KE",
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"ethiopia": "ET",
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"إثيوبيا": "ET",
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"saudi arabia": "SA",
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"السعودية": "SA",
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"india": "IN",
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"الهند": "IN",
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"usa": "US",
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"united states": "US",
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"america": "US",
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"امريكا": "US",
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"canada": "CA",
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"كندا": "CA"
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}
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# =====================================================
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#
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# =====================================================
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species_filters = {
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"
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"
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"
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"Reptiles": "class=Reptilia&rank=SPECIES",
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"Fish": "class=Actinopterygii&rank=SPECIES",
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"Insects": "class=Insecta&rank=SPECIES"
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}
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# =====================================================
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# GET SPECIES
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# =====================================================
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def get_species(country_code, filter_value):
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url = (
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f"country={country_code}"
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f"&{filter_value}"
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)
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try:
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data = response.json()
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results = data.get("results", [])
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species = []
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bad_words = [
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"unclassified",
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"
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"cf.",
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"aff.",
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"unknown",
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"incertae",
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"birds",
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"plants"
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]
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for item in results:
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sp = item.get("species")
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if not sp:
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continue
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if any(word in sp_lower for word in bad_words):
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continue
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#
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if len(sp.split()) < 2:
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continue
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#
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if sp not in species:
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species.append(sp)
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return species[:10]
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except Exception as e:
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st.error(f"GBIF Error: {e}")
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return []
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# =====================================================
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#
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# =====================================================
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def get_species_links(species_name, country):
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links = []
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encoded_country = quote(country)
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# -------------------------------------------------
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# GBIF
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# -------------------------------------------------
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gbif_api = (
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f"https://api.gbif.org/v1/species/match?"
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f"name={encoded_species}"
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)
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try:
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if "usageKey" in r:
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gbif_link = (
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f"https://www.gbif.org/species/"
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f"{r['usageKey']}"
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)
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links.append(
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f"- [GBIF
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)
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except:
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pass
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# -------------------------------------------------
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# Wikipedia
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# -------------------------------------------------
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wiki_name = clean_name.replace(" ", "_")
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wiki_url = (
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f"https://en.wikipedia.org/wiki/{wiki_name}"
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)
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links.append(
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f"- [Wikipedia Article]({wiki_url})"
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)
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# -------------------------------------------------
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# Google Scholar
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# -------------------------------------------------
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scholar_url = (
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f"https://scholar.google.com/scholar?q="
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f"{encoded_species}+{encoded_country}"
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)
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links.append(
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f"- [
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)
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# -------------------------------------------------
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# iNaturalist
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# -------------------------------------------------
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inaturalist = (
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f"https://www.inaturalist.org/search?q="
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f"{encoded_species}"
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)
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links.append(
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f"- [iNaturalist Observations]({inaturalist})"
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)
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# -------------------------------------------------
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# Encyclopedia of Life
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# -------------------------------------------------
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eol = (
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f"https://eol.org/search?q="
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f"{encoded_species}"
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)
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links.append(
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f"- [Encyclopedia of Life]({eol})"
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)
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# -------------------------------------------------
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# Biodiversity Heritage Library
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# -------------------------------------------------
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bhl = (
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f"https://www.biodiversitylibrary.org/search?"
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f"searchTerm={encoded_species}"
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)
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links.append(
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f"- [Biodiversity Heritage Library]({bhl})"
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)
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# -------------------------------------------------
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# Google Search
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# -------------------------------------------------
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google_search = (
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f"https://www.google.com/search?q="
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f"{encoded_species}+in+{encoded_country}"
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)
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links.append(
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f"- [Google Search ({country})]({google_search})"
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)
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# -------------------------------------------------
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# Images Search
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# -------------------------------------------------
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image_search = (
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f"https://www.google.com/search?"
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f"tbm=isch&q={encoded_species}+{encoded_country}"
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)
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links.append(
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f"- [
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)
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# -------------------------------------------------
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# Research Papers
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# -------------------------------------------------
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research = (
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f"https://www.google.com/search?q="
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f"{encoded_species}+{encoded_country}+research+paper"
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)
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links.append(
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f"- [
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)
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# -------------------------------------------------
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# Conservation
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# -------------------------------------------------
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conservation = (
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f"https://www.google.com/search?q="
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f"{encoded_species}+{encoded_country}+conservation"
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)
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links.append(
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f"- [Conservation Information]({conservation})"
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)
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return links
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# =====================================================
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#
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# =====================================================
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country = st.text_input(
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"Enter Country"
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)
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species_type = st.selectbox(
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"Select Species Type",
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[
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"Birds",
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"Plants",
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"Mammals",
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"Reptiles",
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"Fish",
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"Insects"
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]
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)
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# =====================================================
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#
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# =====================================================
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if st.button("Search Biodiversity"):
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#
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# CLEAN COUNTRY INPUT
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# -------------------------------------------------
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country_clean = country.strip().lower()
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country_code = country_codes.get(
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country_clean
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)
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# -------------------------------------------------
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# VALIDATION
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# -------------------------------------------------
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if not country:
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st.warning(
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"Please enter a country."
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)
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st.stop()
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if not country_code:
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st.error(
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f"Country '{country}' not supported yet."
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)
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st.stop()
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filter_value = species_filters
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species_type
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)
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# -------------------------------------------------
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with st.spinner(
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"Fetching biodiversity data..."
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):
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species_list = get_species(
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country_code,
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filter_value
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)
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if not species_list:
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st.warning(
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"No clean biodiversity data found."
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)
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st.stop()
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# -------------------------------------------------
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# DISPLAY SPECIES
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# -------------------------------------------------
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st.subheader("🐾 Species Found")
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for sp in species_list:
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#
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# AI ANALYSIS
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# -------------------------------------------------
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species_text = "\n".join(species_list)
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prompt = f"""
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You are a biodiversity scientist.
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Country:
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{
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Species Type:
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{species_type}
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Species Found:
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{species_text}
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2. Ecological importance
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3. Conservation challenges
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4. GIS/environment insights
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Only discuss species actually found in the country.
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Avoid hallucinations.
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"""
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"Generating AI analysis..."
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):
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os.getenv("GEMINI_API_KEY")
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)
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st.subheader(
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"🤖 AI Biodiversity Analysis"
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)
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st.write(ai_text)
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# =================================================
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# LINKS
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# =================================================
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st.subheader(
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"🔗 Scientific & Country Related Links"
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)
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with st.spinner(
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"Generating links..."
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):
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sp,
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country
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)
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for link in links:
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st.markdown(link)
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st.markdown("---")
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from urllib.parse import quote
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# =====================================================
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# PAGE
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# =====================================================
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st.set_page_config(page_title="Biodiversity GIS Explorer", layout="wide")
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st.title("🌍 Biodiversity GIS Explorer")
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# =====================================================
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# GEMINI
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# =====================================================
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def call_gemini(prompt, api_key):
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url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-3.1-flash-lite:generateContent?key={api_key}"
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payload = {
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"contents": [{"parts": [{"text": prompt}]}]
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}
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try:
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r = requests.post(url, json=payload)
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data = r.json()
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return data["candidates"][0]["content"]["parts"][0]["text"]
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except Exception as e:
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return f"Gemini Error: {e}"
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# =====================================================
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+
# COUNTRY (fixed)
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# =====================================================
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country_codes = {
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"sudan": "SD",
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"السودان": "SD",
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"egypt": "EG",
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| 44 |
"مصر": "EG",
|
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|
| 45 |
"kenya": "KE",
|
| 46 |
"كينيا": "KE",
|
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|
| 47 |
"ethiopia": "ET",
|
| 48 |
"إثيوبيا": "ET",
|
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|
| 49 |
"saudi arabia": "SA",
|
| 50 |
"السعودية": "SA",
|
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|
| 51 |
"usa": "US",
|
| 52 |
"united states": "US",
|
| 53 |
"america": "US",
|
| 54 |
"امريكا": "US",
|
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|
|
| 55 |
"canada": "CA",
|
| 56 |
"كندا": "CA"
|
| 57 |
}
|
| 58 |
|
| 59 |
|
| 60 |
# =====================================================
|
| 61 |
+
# TAXON FILTERS (FIXED - IMPORTANT)
|
| 62 |
# =====================================================
|
| 63 |
|
| 64 |
species_filters = {
|
| 65 |
+
"Birds": "taxon_key=212",
|
| 66 |
+
"Plants": "taxon_key=6",
|
| 67 |
+
"Mammals": "taxon_key=359",
|
| 68 |
+
"Reptiles": "taxon_key=358",
|
| 69 |
+
"Fish": "taxon_key=204",
|
| 70 |
+
"Insects": "taxon_key=216"
|
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|
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|
|
| 71 |
}
|
| 72 |
|
| 73 |
|
| 74 |
# =====================================================
|
| 75 |
+
# GET SPECIES (CLEAN + FIXED GBIF LOGIC)
|
| 76 |
# =====================================================
|
| 77 |
|
| 78 |
def get_species(country_code, filter_value):
|
| 79 |
|
| 80 |
url = (
|
| 81 |
+
"https://api.gbif.org/v1/occurrence/search?"
|
| 82 |
f"country={country_code}"
|
| 83 |
f"&{filter_value}"
|
| 84 |
+
"&limit=200"
|
| 85 |
+
"&has_coordinate=true"
|
| 86 |
+
"&has_geospatial_issue=false"
|
| 87 |
+
"&occurrence_status=PRESENT"
|
| 88 |
)
|
| 89 |
|
| 90 |
try:
|
| 91 |
+
r = requests.get(url)
|
| 92 |
+
data = r.json()
|
|
|
|
|
|
|
|
|
|
| 93 |
results = data.get("results", [])
|
| 94 |
|
| 95 |
species = []
|
| 96 |
|
| 97 |
bad_words = [
|
| 98 |
+
"unclassified", "sp.", "cf.", "aff.",
|
| 99 |
+
"unknown", "incertae", "plant", "bird"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 100 |
]
|
| 101 |
|
| 102 |
for item in results:
|
| 103 |
|
| 104 |
sp = item.get("species")
|
| 105 |
+
kingdom = item.get("kingdom")
|
| 106 |
|
| 107 |
+
# FILTER 1: must exist
|
| 108 |
if not sp:
|
| 109 |
continue
|
| 110 |
|
| 111 |
+
# FILTER 2: remove junk names
|
| 112 |
+
sp_low = sp.lower()
|
| 113 |
+
if any(w in sp_low for w in bad_words):
|
|
|
|
| 114 |
continue
|
| 115 |
|
| 116 |
+
# FILTER 3: must be real species name
|
| 117 |
if len(sp.split()) < 2:
|
| 118 |
continue
|
| 119 |
|
| 120 |
+
# FILTER 4: strict bird check
|
| 121 |
+
if species_type == "Birds" and kingdom != "Animalia":
|
| 122 |
+
continue
|
| 123 |
+
|
| 124 |
if sp not in species:
|
| 125 |
species.append(sp)
|
| 126 |
|
| 127 |
return species[:10]
|
| 128 |
|
| 129 |
except Exception as e:
|
|
|
|
| 130 |
st.error(f"GBIF Error: {e}")
|
|
|
|
| 131 |
return []
|
| 132 |
|
| 133 |
|
| 134 |
# =====================================================
|
| 135 |
+
# LINKS (kept clean)
|
| 136 |
# =====================================================
|
| 137 |
|
| 138 |
def get_species_links(species_name, country):
|
| 139 |
|
| 140 |
links = []
|
| 141 |
|
| 142 |
+
clean = " ".join(species_name.split()[:2])
|
| 143 |
+
q = quote(clean)
|
| 144 |
+
c = quote(country)
|
|
|
|
|
|
|
| 145 |
|
|
|
|
| 146 |
# GBIF
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 147 |
try:
|
| 148 |
+
r = requests.get(
|
| 149 |
+
f"https://api.gbif.org/v1/species/match?name={q}"
|
| 150 |
+
).json()
|
| 151 |
|
| 152 |
if "usageKey" in r:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 153 |
links.append(
|
| 154 |
+
f"- [GBIF](https://www.gbif.org/species/{r['usageKey']})"
|
| 155 |
)
|
|
|
|
| 156 |
except:
|
| 157 |
pass
|
| 158 |
|
|
|
|
| 159 |
# Wikipedia
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 160 |
links.append(
|
| 161 |
+
f"- [Wikipedia](https://en.wikipedia.org/wiki/{clean.replace(' ','_')})"
|
| 162 |
)
|
| 163 |
|
|
|
|
| 164 |
# iNaturalist
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 165 |
links.append(
|
| 166 |
+
f"- [iNaturalist](https://www.inaturalist.org/search?q={q})"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 167 |
)
|
| 168 |
|
| 169 |
+
# Scholar
|
| 170 |
links.append(
|
| 171 |
+
f"- [Google Scholar](https://scholar.google.com/scholar?q={q}+{c})"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 172 |
)
|
| 173 |
|
| 174 |
return links
|
| 175 |
|
| 176 |
|
| 177 |
# =====================================================
|
| 178 |
+
# UI
|
| 179 |
# =====================================================
|
| 180 |
|
| 181 |
+
country = st.text_input("Enter Country")
|
|
|
|
|
|
|
| 182 |
|
| 183 |
species_type = st.selectbox(
|
| 184 |
"Select Species Type",
|
| 185 |
+
["Birds", "Plants", "Mammals", "Reptiles", "Fish", "Insects"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 186 |
)
|
| 187 |
|
| 188 |
# =====================================================
|
| 189 |
+
# MAIN
|
| 190 |
# =====================================================
|
| 191 |
|
| 192 |
if st.button("Search Biodiversity"):
|
| 193 |
|
| 194 |
+
# normalize country
|
|
|
|
|
|
|
|
|
|
| 195 |
country_clean = country.strip().lower()
|
| 196 |
+
country_code = country_codes.get(country_clean)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 197 |
|
| 198 |
if not country:
|
| 199 |
+
st.warning("Enter country")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 200 |
st.stop()
|
| 201 |
|
| 202 |
if not country_code:
|
| 203 |
+
st.error(f"Country '{country}' not supported")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 204 |
st.stop()
|
| 205 |
|
| 206 |
+
filter_value = species_filters[species_type]
|
|
|
|
|
|
|
| 207 |
|
| 208 |
+
with st.spinner("Fetching GBIF data..."):
|
| 209 |
+
species_list = get_species(country_code, filter_value)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 210 |
|
| 211 |
if not species_list:
|
| 212 |
+
st.warning("No clean species found")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 213 |
st.stop()
|
| 214 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 215 |
st.subheader("🐾 Species Found")
|
| 216 |
|
| 217 |
for sp in species_list:
|
| 218 |
+
st.write("•", sp)
|
| 219 |
|
| 220 |
+
# =================================================
|
| 221 |
+
# AI
|
| 222 |
+
# =================================================
|
|
|
|
|
|
|
|
|
|
|
|
|
| 223 |
|
| 224 |
prompt = f"""
|
| 225 |
You are a biodiversity scientist.
|
| 226 |
|
| 227 |
+
Country: {country}
|
| 228 |
+
Type: {species_type}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 229 |
|
| 230 |
+
Species:
|
| 231 |
+
{chr(10).join(species_list)}
|
|
|
|
|
|
|
|
|
|
| 232 |
|
| 233 |
+
Only analyze real species.
|
|
|
|
|
|
|
| 234 |
"""
|
| 235 |
|
| 236 |
+
st.subheader("🤖 AI Analysis")
|
|
|
|
|
|
|
| 237 |
|
| 238 |
+
st.write(
|
| 239 |
+
call_gemini(prompt, os.getenv("GEMINI_API_KEY"))
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 240 |
)
|
| 241 |
|
|
|
|
|
|
|
| 242 |
# =================================================
|
| 243 |
+
# LINKS
|
| 244 |
# =================================================
|
| 245 |
|
| 246 |
+
st.subheader("🔗 Links")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 247 |
|
| 248 |
+
for sp in species_list:
|
| 249 |
+
st.markdown(f"### {sp}")
|
| 250 |
+
for link in get_species_links(sp, country):
|
| 251 |
+
st.markdown(link)
|
| 252 |
+
st.markdown("---")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|