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I. Scientific Method A. Process 1. Observation • Careful; Include as many parameters as possible • Observations Induction Question Hypothesis 2. Question 3. Hypothesis • • • • • Possible cause Reflect past experience (educated guess) Multiple (consider alternative explanations) Testable Falsifiable 4. Prediction • Hypothesis/Principle Deduction Prediction 5. Experiment • Experimental group, Control group, Replication 6. Results/Interpretation 7. Scientific Theory I. Scientific Method B. Bias 1. Sampling Bias • Our view of the world is conditioned very strongly by the observational methods we use • Ex: Counting whales vs. bacteria vs. viruses • Methods vary considerably, depending on the temporal and spatial scales of interest • Ex: How is global temperature measured? Sea level? 2. Assumptions • 3. Important to recognize inherent assumptions • Ex: 14C dating of wooden artifacts Paradigms • • • Generally accepted model, conceptual framework or set of belief(s) about a particular topic • Ex: Dinosaurs went extinct because of global climate change precipitated by an asteroid Paradigms may not be permanent • Can be discarded/replaced by better explanation (paradigm shift) • Ex: Heliocentric solar system, continental drift Paradigms may become so entrenched that people ignore contradictory evidence or modify evidence to match paradigm IPCC 2007 IPCC 2007 I. Scientific Method B. Bias 1. Sampling Bias • Our view of the world is conditioned very strongly by the observational methods we use • Ex: Counting whales vs. bacteria vs. viruses • Methods vary considerably, depending on the temporal and spatial scales of interest • Ex: How is global temperature measured? Sea level? 2. Assumptions • 3. Important to recognize inherent assumptions • Ex: 14C dating of wooden artifacts Paradigms • • • Generally accepted model, conceptual framework or set of belief(s) about a particular topic • Ex: Dinosaurs went extinct because of global climate change precipitated by an asteroid Paradigms may not be permanent • Can be discarded/replaced by better explanation (paradigm shift) • Ex: Heliocentric solar system, continental drift Paradigms may become so entrenched that people ignore contradictory evidence or modify evidence to match paradigm Technology – Developments II. A. Observation • • Satellite-based sensors Automated monitoring equipment • • Novel technology • • • B. Ex: TAO/TRITON array Ex: acoustic instruments Powerful computers Real-time communication (fiber, internet, satellite) Communication • • • C. Global communication technology Extensive scrutiny (scientific, non-scientific) Intense media coverage Mitigation/Alternatives • • D. Emissions control (air, water) Water purification (desalination, reclamation) Energy • • Nuclear, solar, wind, geothermal, hydroelectric, fuel cells, ocean (tides, waves, currents) Transition in energy use: Biomass Coal Oil/Natural gas & Uranium World Fuel Production & Energy Use FUEL Biomass (6-18 MJ kg-1) 1800 1900 1990 1,000 1,400 1,800 10 1,000 5,000 Oil (42) 0 20 3,000 Uranium (90 million) 0 0 ?? Coal (14-32) ENERGY Total Indexed (1900 = 100) 1800 1900 2000 250 800 10,000 31 100 1,250 Fuel values in millions of metric tons; Energy values in mmt oil equivalent - More energy used in 20th century than all of human history before 1900 McNeill, 2000 Technology – Developments II. E. Packaging/Processing • • • • F. Canning Bottling Freezing Freeze drying Global Commerce 1. Developments • • • • 2. Refrigerated long-haul trucks/containers/train cars Interstate highway & railroad systems Advances in food processing/storage Selective breeding/genetic modification Consequences • • • Increase in tonnage of food shipped internationally • 898 vs. 200 million tonnes in 2001 vs. 1961 2000: Wholesale market in Chicago – Average kilogram of produce traveled >2400 km from farm to plate (25% increase vs. 1980) Typical supermarket • 30,000+ items • 50% produced by 10 multinational companies Technology – Developments II. F. Global commerce 3. Environmental Effects a. b. c. d. Air pollution – Transportation • Ex: Bottled water • Nearly 25% of all bottled water transported internationally Release of GHGs • Production (e.g. fertilizer, flatulence), transportation Waste production • Ex: Bottled water • 89 billion liters/yr 1.5 million tons plastic waste (WWF, 2001) • 154 billion liters in 2004 (Earth Policy Institute) • >1 billion water bottles in CA trash/yr (CA Dept of Conservation, 2003) Resource use • Ex: Bottled water • 2004 – Plastic bottle production used ~9 million barrels of oil, enough to fuel 600,000 cars for a year (EPI) Earth Policy Institute Technology – Developments II. F. Global commerce 4. Environmental Effects e. f. 5. Agricultural diversity • Conversion to monocultures Loss of diversity Environmental degradation • Ex: Canals/Locks on Mississippi Biodiversity loss (e.g. aquatic plants, inverts, fishes, birds) • Ex: Dredging/Development of Pantanal (largest wetland in South America – 140,000 km2 ~IL) Damage to biodiversity hotspot Health Concerns • • Ex: 2003 – Green onions from Mexico 600 people in PA with hepatitis, 3 deaths Ex: 2006 – Spinach from CA 200+ people in 26 states sick from E. coli, 4+ deaths