This text is a practical guide for linguists, and programmers, who work …
This text is a practical guide for linguists, and programmers, who work with data in multilingual computational environments. We introduce the basic concepts needed to understand how writing systems and character encodings function, and how they work together at the intersection between the Unicode Standard and the International Phonetic Alphabet. Although these standards are often met with frustration by users, they nevertheless provide language researchers and programmers with a consistent computational architecture needed to process, publish and analyze lexical data from the world's languages. Thus we bring to light common, but not always transparent, pitfalls which researchers face when working with Unicode and IPA. Having identified and overcome these pitfalls involved in making writing systems and character encodings syntactically and semantically interoperable (to the extent that they can be), we created a suite of open-source Python and R tools to work with languages using orthography profiles that describe author- or document-specific orthographic conventions. In this cookbook we describe a formal specification of orthography profiles and provide recipes using open source tools to show how users can segment text, analyze it, identify errors, and to transform it into different written forms for comparative linguistics research.
Students will determine the costs, benefits, and unintended consequences of policies, beginning …
Students will determine the costs, benefits, and unintended consequences of policies, beginning with analysis of a policy that would allow them to take two years off of school between grades 10 and 11. They will then analyze the costs, benefits, and unintended consequences of various government policies.
In this unit, students will be introduced to different data types used …
In this unit, students will be introduced to different data types used in the geosciences and other disciplines to understand environmental problems. The instructor will discuss the difference between qualitative and quantitative. Then, students will be given data sets related to water in Phoenix, Arizona. Students will work in groups of two to five to categorize different data sets as qualitative or quantitative and to reflect on their emotive responses to different data. The session ends with a discussion about the potential uses of these various data sets in decision-making around water in Phoenix, and uses this to foster a discussion about the ways in which different data sources lend insight into complex system problems.
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In this opening unit, students develop the societal context for understanding earthquake …
In this opening unit, students develop the societal context for understanding earthquake hazards using as a case study the 2011 Tohoku, Japan, earthquake. It starts with a short homework "scavenger hunt" in which students find a compelling video and information about the earthquake. In class, they share some of what they have found and then engage in a series of think-pair-share exercises to investigate both the societal and scientific data about the earthquake.
Show more about Online Teaching suggestions Hide Online-ready: This opening class discussion about earthquakes and societal impacts could easily be converted to an online discussion format.
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Unit 1 introduces foundational concepts in geoscience, emergency management, and political science …
Unit 1 introduces foundational concepts in geoscience, emergency management, and political science that are critical for developing a systems thinking approach and for achieving the learning objectives in the storm module. More specifically, within Unit 1, students acquire a vocabulary related to storm systems and risk, engage in practical exercises on event probability and frequency, and complete written activities and oral presentations that reinforce these concepts, using their own community and two case studies as examples. The activities include: a pre-and post-Unit survey on natural hazard risk, an optional concept map exercise to identify associations of risk in major storms, an exercise on probability and frequency of natural hazards in general and major storms in particular, an exercise using hazard vulnerability analysis (HVA) and the HVA's findings, and a synthesis assignment that requires analysis of an assigned hazard mitigation plan (HMP) and development of a proposal to improve mitigation plans.
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Students will identify and apply credible geologic and social science data sets …
Students will identify and apply credible geologic and social science data sets to identify local hazards and vulnerable groups and structures, and assess risk for their community.
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This unit introduces the hydrological cycle to provide context for the module …
This unit introduces the hydrological cycle to provide context for the module as a whole. It particularly focuses on those portions of the hydrological cycle that take place on land and that form the basis for water that is used by society. Students conduct a stakeholder analysis to better understand societal issues around water. Then the scientific exercise of the unit emphasizes quantitative approaches to describing the critical portions that humans have access to: surface water and shallow ground water. Students calculate residence times and fluxes between reservoirs and track water particles on an annual basis. They also explore available data sets for specific reservoirs such as snowpack and rivers.
Show more about Online Teaching suggestions Hide Online-adaptable: This exercise could be converted to online whole-class discussions/lectures and a breakout group activity. Would be best done synchronously.
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In this three to four class unit, students will: Assess the case …
In this three to four class unit, students will:
Assess the case for a global water crisis and its relevance in America. Expand their understanding of sustainability as a contestable concept and movement. Consider water resource-management objectives through the lens of sustainability. Analyze region-specific examples of unsustainable use of water for agriculture.
This is largely achieved via student discussion and evaluation of texts and statistics provided to them. The text and statistics are derived from a variety of disciplines, mostly not from the geosciences. As such, the unit is very interdisciplinary, requiring students to synthesize disparate information and take a holistic perspective on water issues.
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In Unit 2, students learn how the techniques for water budgeting (covered …
In Unit 2, students learn how the techniques for water budgeting (covered in Unit 1) can be used to monitor both groundwater (High Plains Aquifer) and surface water (western mountain watershed) systems. Students interpret time-series plots that show the impact of drought years and wet years on underground water storage in the High Plains Aquifer and on snowpack and surface runoff in the western mountain watershed. They also consider the societal implications of water deficits through a series of pre-class readings, questions embedded in the assignments, and small and whole-group discussions. This unit can involve substantial computer time during which students use Excel to view and interpret hydrologic data. An alternative version with hard-copy graphs is also provided.
Show more about Online Teaching suggestions Hide Online-adaptable: Both parts of this unit are completely digital and thus at a logistical level it can be switched to online fairly easily. However, due to the relative complexity of the data investigations, there will still be quite a bit of instructor support needed and/or extended small group that should be arranged.
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Students will collect and analyze relevant social data on individual and community …
Students will collect and analyze relevant social data on individual and community knowledge, risk perception and preparedness within their local social networks.
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In this unit, students will keep a log of immediate, personal sensory …
In this unit, students will keep a log of immediate, personal sensory experiences by pausing once each hour over a period of ten hours and recording the sights, sounds, smells, tastes, and tactile experiences they are sensing at that moment. The log (or journaling activity) will occur outside of class and will be shared in a subsequent class meeting. In class, students will exchange their logs, respond and discuss, and then form larger groups which will discuss disparate ways of paying attention to sensory experiences. Students will develop a deeper understanding of their own perceptions and how those perceptions can be recorded and used to evaluate an environmental setting. This activity is qualitative; it requires students to create an informal, subjective journal of their sensory experiences once each hour for a ten-hour time period prior to class. When students share their individual qualitative experiences in pairs and small groups, they will begin to see patterns emerge that will enable them to develop quantitative observations for future use. They will also begin to relate their sensory experiences to the social, biological, and geophysical aspects of their personal environment; students will begin to explore how these system components are interrelated and how exposure to them may impact human experience and well-being. After the group discussion, students will reflect on the interstices between qualitative and quantitative analysis by way of their sensory logs and mutual discussion.
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Unit 2 opens a window into water accounting and reveals intensive water …
Unit 2 opens a window into water accounting and reveals intensive water use that few people think about. How much water goes into common commodities? Have you considered how much water it takes to support our modern American lifestyle and agricultural trade? Water that is embedded in products and services is called virtual water. Looking at the world through the lens of virtual water provides a watery focus to thorny discussions about water such as: the pros and cons of globalization and long distance trade; self sufficiency vs. reliance on other nations; ecosystem impacts of exports; and the impacts of relatively cheap imports on indigenous farming. Unit 2 also introduces the concept of a water footprint. A water footprint represents a calculation of the volume of water needed for the production of goods and services consumed by an individual or country. In this unit students will calculate their individual footprints and analyze how the water footprints of countries vary dramatically in terms of gross volumes and their components. As a result of these activities, students will learn of vast disparities in water access and application. They will also be challenged to consider mechanisms or policies that could foster greater equity in water footprints.
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This unit is designed to allow students to quantitatively assess how much …
This unit is designed to allow students to quantitatively assess how much water is used for irrigating crops and how this varies across the United States. This unit also has students link water use to the economic value of the crops that are produced--spanning the scientific and economic disciplines. The concepts that students learn here will connect back to the Water Footprint concept that was introduced in Unit 2, as students consider the accuracy of water calculators.
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After an opening discussion of systems thinking and models, student use webDICE …
After an opening discussion of systems thinking and models, student use webDICE , an online Dynamic Integrated Climate Economy model developed by Center for Robust Decision Making on Climate and Energy Policy at the University of Chicago. Students will manipulate input parameters and interpret output in small groups in-class and individually out of class to complete the major mid-module assignment. The goal is to develop their understanding of the sources of uncertainty around future predictions of climate change and its impacts. Students are also introduced to the concept of Social Cost of Carbon (SCC) which is central to subsequent units in this module.
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This unit shows how GPS records of surface elevation can be used …
This unit shows how GPS records of surface elevation can be used to monitor groundwater changes. Students calculate secular trends in the GPS time series and then use the original and detrended records to identify sites that are dominated by the elastic response to regional groundwater changes versus those dominated by local subsidence. They then compare the magnitude and timescales of fluctuations in Earth's surface elevation that result from sediment compaction, regional groundwater extraction, and natural climatic variability. This unit provides students with hands-on experience of the challenges and advantages of using geodetic data to study the terrestrial water cycle. The case study area is in California and the GPS records include the period of the profound 2012 -- 2016 drought.
Show more information on GPS versus GNSS Hide Note: Although the term GPS (Global Positioning System) is more commonly used in everyday language, it officially refers only to the USA's constellation of satellites. GNSS (Global Navigation Satellite System) is a universal term that refers to all satellite navigation systems including those from the USA (GPS), Russia (GLONASS), European Union (Galileo), China (BeiDou), and others. In this module, we use the term GPS even though, technically, some of the data may be coming from satellites in other systems.
Show more about Online Teaching suggestions Hide Online-ready: The exercise is electronic and could be done individually or in small online groups. Lecture is best done synchronously due to the technical nature. Discussion would be better that way too.
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Students will identify potential stakeholders and assess the importance of communication and …
Students will identify potential stakeholders and assess the importance of communication and interaction among these groups to make recommendations on how to define and develop prepared communities.
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In this unit, students explore water privatization and freshwater access issues within …
In this unit, students explore water privatization and freshwater access issues within the geophysical and cultural context of Cochabamba, Bolivia. Students identify topographical features that create rain shadows and their relationship to the water cycle. As they discuss several alternative models for supplying water to the residents of Cochabamba, they link concepts of environmental justice to the Cochabamba Water Wars of 2000.
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Students watch a video and read about past evacuations, including a premature …
Students watch a video and read about past evacuations, including a premature or unnecessary evacuation, a late or botched evacuation, and about people determined to stay put no matter what. Students participate in a role-playing exercise about making the decision to evacuate in the face of uncertain predictions.
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The unit has two parts. In each, students dive into inquiry to …
The unit has two parts. In each, students dive into inquiry to answer the compelling questions:
1. Who are some of our closest tribal neighbors, and what have they been their lifeways since time immemorial? 2. Why do people explore, and how does this lead to expansion?
Part 1 is focused on the examination of the northwest and some of the original inhabitants. Through these questions students will learn about the culture of some of their closest tribal neighbors, the Spokane Indians. The final project for Part 1 is a cultural investigation display, in which students will show what they know about the culture of the Spokane Tribe.
In Part 2, Students will also learn about forces that brought change to the northwest: fur trade era and exploration. Students will ultimately learn about the Corps of Discovery and the Oregon Trail and know the impact each had on the west. Students will finish Part 2 with a timeline activity that will reflect choice and build upon student strengths according to their skill set.
Finally, a lesson on a Tribe of the Columbia Plateau is offered as an extension, but it is strongly recommended that students get to experience this lesson.
Note that the emphasis here is on the Spokane Tribe as one of our closest tribal neighbors. In no way is this an exhaustive study nor should the tribal cultures be generalized to other tribes of the region. We understand that each tribe in our region and North America was and continues to be unique in its culture, practices, lifeways, and traditions.
This collection uses primary sources to explore the United Farm Workers and …
This collection uses primary sources to explore the United Farm Workers and the Delano Grape Strike. Digital Public Library of America Primary Source Sets are designed to help students develop their critical thinking skills and draw diverse material from libraries, archives, and museums across the United States. Each set includes an overview, ten to fifteen primary sources, links to related resources, and a teaching guide. These sets were created and reviewed by the teachers on the DPLA's Education Advisory Committee.
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