Sunspot Activity and Ocean Temperature

In this activity students analyze and compare two graphs to determine if there is a correlation between solar activity and ocean temperature. They discover that by comparing the results from data that has been collected since the 1800's to the present, scientists have found a possible pattern. For example, there are many instances when the average ocean surface temperature and sunspot activity were at a high or low at about the same time. The source of the controversy is that there are also times in which a correlation is not seen in the data. Educational levels: High school, Middle school

The Northern Lights: Aurora Triangulation from Photographs

In this activity students use photos to determine parallax angle shifts and to calculate auroral height. They are following the work of the Norwegian scientist Carl Stormer, who used a similar technique to find out how high up aurora were located. Stormer made the photographic process an exacting science by carefully designing procedures and mathematical techniques to minimize many different sources of experimental error. This is one of a series of activities that will help students understand how the Northern Lights work, what causes them, and how to observe them. Educational levels: High school, Middle school

The Northern Lights: Estimating Heights with a Clinometer

In this activity students apply direct measurement of angles and length to determine height. They will use the tangent ratio and a clinometer, an easy-to-make instrument that allows one to estimate the height of an object such as a building, tree, or flag pole by using the properties of a right triangle. This is one of a series of activities that will help students understand how the Northern Lights work, what causes them, and how to observe them. Educational levels: High school, Middle school

Cosmic Rays and Sunspot Numbers

In this activity students analyze and compare two or more graphs to determine if there is a correlation between sunspot number and the variation of cosmic ray flux. They discover that cosmic rays are very energetic particles, mostly protons and electrons, that enter the solar system from the depths of interstellar space and that although the Earth's magnetic field partially shields us from these particles, so too does the much more extended solar wind with its own magnetic field. This is a three-part lesson in which students will construct line graphs displaying the cosmic ray flux and sunspot numbers for a period of time, and then determine if there is a correlation. In order to compare these two sets of data, students will need to scale the data in order to visualize the results. Teacher and student notes for the graphing calculator are included. Educational levels: High school, Middle school

Radio Waves and the Ionosphere

In this activity students will discover that when amplitude modulated (AM) radio waves travel from transmitter to a receiver far away, they have to bounce off the underside of the ionosphere and that the waves lose some of their energy each time they are reflected. Students will learn that although this is normally a small amount, it can be several times larger during a solar storm. They also learn that radio signals passing through this layer and bouncing off the ionosphere higher up, have some or all of their intensity absorbed. During this activity students will calculate the percent of change, determine the final percentage of radio wave strength at the receiving station, and will learn that solar flares can cause disruptions in radio waves. Educational levels: High school, Middle school

Variation in inbreeding rates across the range of Northern Spotted Owls (\u3ci\u3eStrix occidentalis caurina\u3c/i\u3e): Insights from over 30 years of monitoring data

Inbreeding has been difficult to quantify in wild populations because of incomplete parentage information. We applied and extended a recently developed framework for addressing this problem to infer inbreeding rates in Northern Spotted Owls (Strix occidentalis caurina) across the Pacific Northwest, USA. Using pedigrees from 14,187 Northern Spotted Owls, we inferred inbreeding rates for 14 types of matings among relatives that produce pedigree inbreeding coefficients of F=0.25 or F=0.125. Inbreeding was most common in the Washington Cascades, where an estimated 15% of individuals are inbred. Inbreeding was lowest in western Oregon (3.5%) and northern California (2.7%), and intermediate for the Olympic Peninsula of Washington (6.1%). Estimates from the Olympic Peninsula were likely underestimates because of small sample sizes and the presence of few pedigrees capable of resolving inbreeding events. Most inbreeding resulted from matings between full siblings or half siblings, although a high rate of inbreeding from mother–son pairs was identified in the Olympic Peninsula. Geographic variation in inbreeding rates may reflect population declines and bottlenecks that have been detected in prior investigations. We show that there is strong selection against inbred birds. Only 3 of 44 inbred birds were later identified as parents (6.8%), whereas 2,823 of 10,380 birds that represented a comparable cross section of the data were later seen as reproducing parents (27.2%). Habitat loss and competition with Barred Owls (S. varia) remain primary threats to Northern Spotted Owls. However, given the negative consequences of inbreeding, Spotted Owl populations in Washington with suitable habitat and manageable numbers of Barred Owls may benefit from translocations of individuals from Oregon and California to introduce new genetic variation and reduce future inbreeding events. La endogamia ha sido dif´ıcil de cuantificar en las poblaciones silvestres debido a la falta de informaci ´on sobre los parentescos. Aplicamos y extendimos un marco conceptual recientemente desarrollado para encarar el problema de inferir las tasas de endogamia en Strix occidentalis caurina a trav´es del noroeste del Pac´ıfico, EEUU. Usando los pedigr´ıes provenientes de 14187 individuos, inferimos las tasas de endogamia para 14 tipos de apareamiento entre parientes que producen coeficientes de endogamia de pedigr´ı de F=0.25 o F=0.125. La endogamia fue ma´s com´un en las Cascadas de Washington, donde se estima que 15% de los individuos son endoga´micos. La endogamia fue menor en el oeste de Oreg´on (3.5%) y el norte de California (2.7%), e intermedia en la Pen´ınsula Ol´ımpica de Washington (6.1%). Las estimaciones de la Pen´ınsula Ol´ımpica fueron probablemente subestimadas debido a los peque ˜nos tama ˜nos de muestreo y a la presencia de pocos pedigr´ıes capaces de resolver los eventos de endogamia. La mayor´ıa de la endogamia result ´o de los apareamientos entre hermanos completos o medios hermanos, aunque se identific ´o una alta tasa de endogamia en parejas madre/hijo en la Pen´ınsula Ol´ımpica. La variaci ´on geogra´ fica en las tasas de endogamia puede reflejar disminuciones poblacionales y cuellos de botella que han sido detectados en investigaciones previas. Mostramos que hay una fuerte selecci ´on contra las aves endoga´micas. Solo tres de 44 aves endoga´micas fueron ma´s tarde identificadas como progenitores (6.8%), mientras que 2823 de 10380 aves que representaron una secci ´on transversal comparable de datos fueron vistas ma´s tarde como progenitores reproductivos (27.2%). La p´erdida de ha´bitat y la competencia con Strix varia sigue siendo la principal amenaza para S. o. caurina. Sin embargo, dadas las consecuencias negativas de la endogamia, las poblaciones de S. occidentalis en Washington con ha´bitat adecuado y n´umeros manejables de Strix varia pueden beneficiarse de traslocaciones de individuos de Oreg´on y California para introducir nueva variaci ´on gen´etica y reducir futuros eventos de endogamia

Variation in inbreeding rates across the range of Northern Spotted Owls (\u3ci\u3eStrix occidentalis caurina\u3c/i\u3e): Insights from over 30 years of monitoring data

Inbreeding has been difficult to quantify in wild populations because of incomplete parentage information. We applied and extended a recently developed framework for addressing this problem to infer inbreeding rates in Northern Spotted Owls (Strix occidentalis caurina) across the Pacific Northwest, USA. Using pedigrees from 14,187 Northern Spotted Owls, we inferred inbreeding rates for 14 types of matings among relatives that produce pedigree inbreeding coefficients of F=0.25 or F=0.125. Inbreeding was most common in the Washington Cascades, where an estimated 15% of individuals are inbred. Inbreeding was lowest in western Oregon (3.5%) and northern California (2.7%), and intermediate for the Olympic Peninsula of Washington (6.1%). Estimates from the Olympic Peninsula were likely underestimates because of small sample sizes and the presence of few pedigrees capable of resolving inbreeding events. Most inbreeding resulted from matings between full siblings or half siblings, although a high rate of inbreeding from mother–son pairs was identified in the Olympic Peninsula. Geographic variation in inbreeding rates may reflect population declines and bottlenecks that have been detected in prior investigations. We show that there is strong selection against inbred birds. Only 3 of 44 inbred birds were later identified as parents (6.8%), whereas 2,823 of 10,380 birds that represented a comparable cross section of the data were later seen as reproducing parents (27.2%). Habitat loss and competition with Barred Owls (S. varia) remain primary threats to Northern Spotted Owls. However, given the negative consequences of inbreeding, Spotted Owl populations in Washington with suitable habitat and manageable numbers of Barred Owls may benefit from translocations of individuals from Oregon and California to introduce new genetic variation and reduce future inbreeding events. La endogamia ha sido dif´ıcil de cuantificar en las poblaciones silvestres debido a la falta de informaci ´on sobre los parentescos. Aplicamos y extendimos un marco conceptual recientemente desarrollado para encarar el problema de inferir las tasas de endogamia en Strix occidentalis caurina a trav´es del noroeste del Pac´ıfico, EEUU. Usando los pedigr´ıes provenientes de 14187 individuos, inferimos las tasas de endogamia para 14 tipos de apareamiento entre parientes que producen coeficientes de endogamia de pedigr´ı de F=0.25 o F=0.125. La endogamia fue ma´s com´un en las Cascadas de Washington, donde se estima que 15% de los individuos son endoga´micos. La endogamia fue menor en el oeste de Oreg´on (3.5%) y el norte de California (2.7%), e intermedia en la Pen´ınsula Ol´ımpica de Washington (6.1%). Las estimaciones de la Pen´ınsula Ol´ımpica fueron probablemente subestimadas debido a los peque ˜nos tama ˜nos de muestreo y a la presencia de pocos pedigr´ıes capaces de resolver los eventos de endogamia. La mayor´ıa de la endogamia result ´o de los apareamientos entre hermanos completos o medios hermanos, aunque se identific ´o una alta tasa de endogamia en parejas madre/hijo en la Pen´ınsula Ol´ımpica. La variaci ´on geogra´ fica en las tasas de endogamia puede reflejar disminuciones poblacionales y cuellos de botella que han sido detectados en investigaciones previas. Mostramos que hay una fuerte selecci ´on contra las aves endoga´micas. Solo tres de 44 aves endoga´micas fueron ma´s tarde identificadas como progenitores (6.8%), mientras que 2823 de 10380 aves que representaron una secci ´on transversal comparable de datos fueron vistas ma´s tarde como progenitores reproductivos (27.2%). La p´erdida de ha´bitat y la competencia con Strix varia sigue siendo la principal amenaza para S. o. caurina. Sin embargo, dadas las consecuencias negativas de la endogamia, las poblaciones de S. occidentalis en Washington con ha´bitat adecuado y n´umeros manejables de Strix varia pueden beneficiarse de traslocaciones de individuos de Oreg´on y California para introducir nueva variaci ´on gen´etica y reducir futuros eventos de endogamia

DEPOT: A Database of Environmental Parameters, Organizations and Tools

The Database of Environmental Parameters, Organizations, and Tools (DEPOT) has been developed by the Department of Energy (DOE) as a central warehouse for access to data essential for environmental risk assessment analyses. Initial efforts have concentrated on groundwater and vadose zone transport data and bioaccumulation factors. DEPOT seeks to provide a source of referenced data that, wherever possible, includes the level of uncertainty associated with these parameters. Based on the amount of data available for a particular parameter, uncertainty is expressed as a standard deviation or a distribution function. DEPOT also provides DOE site-specific performance assessment data, pathway-specific transport data, and links to environmental regulations, disposal site waste acceptance criteria, other environmental parameter databases, and environmental risk assessment models