Loading...
Vietnam Geography App
Loading...
Vietnam Geography App
Analyze Earth's climate: predict our future! Work with datasets: (1) Temperature records (NASA GISS 1880-present, warming +1.1°C), (2) Ice core data (800K years CO2 history, Antarctica), (3) Sea level (satellites, tide gauges, rising 3.4mm/yr accelerating), (4) Ocean heat content (90% excess heat absorbed), (5) Extreme weather (hurricanes, droughts, floods frequency). Tools: Python (pandas, matplotlib, xarray), R (climate modeling), GIS (QGIS, ArcGIS spatial analysis), Climate models (CMIP6 ensemble simulations RCP scenarios).
Statistical methods: time series analysis (trends, seasonality), anomaly detection (heatwaves), attribution studies (event X caused by climate change? probabilistic), downscaling (global models → local impacts). Data sources: NOAA, NASA, Copernicus EU, IPCC reports. Analysis reveals: Arctic warming 2x faster (amplification), jet stream wobbling (polar vortex), tipping points risk (Amazon rainforest → savanna, Greenland ice sheet collapse).
Communicate findings: visualizations (warming stripes Ed Hawkins viral), reports (IPCC AR6 reference), policy briefs (translate science → action). Career impact: data guides Paris Agreement targets, corporate climate risk (banks, insurance), renewable energy siting, disaster preparedness. Challenges: data gaps (oceans, poles), model uncertainties, politicization (science denial).
Save planet with data science!
• Tương tác với giao diện mô phỏng
• Thực hiện các thí nghiệm ảo
• Quan sát và ghi nhận kết quả
Analyze climate datasets: temperature, ice cores, sea level, ocean heat, extreme weather trends
Apply tools: Python (pandas, xarray), R, GIS, climate models (CMIP6), statistical methods
Perform attribution: link extreme weather to climate change, probabilistic event attribution
Communicate findings: visualizations, IPCC-style reports, policy briefs, science translation
Explore career paths: climate data scientist, research scientist, risk analyst, consultant
Thu thập và xử lý dữ liệu từ các nguồn môi trường
Xây dựng mô hình dự báo khí hậu chính xác
Sử dụng GIS để phân tích không gian dữ liệu môi trường
💡 Hoàn thành các bài học này để hiểu sâu hơn về chủ đề trong Interactive Practice
Thêm Interactive Practice sẽ được cập nhật sớm!