Statistical Modeling of Observational Data With Spatial Dependencies

Abstract I provide a brief introduction to the concept of spatial autocorrelation and its incorporation into regression-type models. Spatial autocorrelation occurs when the response variable is correlated with itself at other locations in the region of interest. The autocorrelation usually takes a specific form where observations close in space are more correlated than those farther apart, and the rate of decay of the correlation is a function of the distance separating 2 locations. I present 2 commonly used models: 1) geostatistical modeling in which data are collected at points in the study region and 2) conditional autoregression (lattice) models in which data are aggregated over small nonoverlapping sub-areas of the study region. I also describe incorporation of explanatory covariates, such as habitat or physico-chemical attributes. I emphasize frequentist methods, but I briefly describe Bayesian approaches. I also provide some advantages, such as obtaining correct standard errors for estimators, and disadvantages, such as requirements for larger sample sizes, of incorporating spatial autocorrelation into the modeling effort. This information can aid researchers in designing and analyzing models of the relationships between species distributions and habitat. As a result, more informative models can be developed which further aid in management of wildlife.     

Properties of Mitochondria Prepared by Two Different Isolation Procedures From the Cotyledons of Germinating Bean Seedlings

Mitochondria from 1-day-old bean cotyledons were isolated bya ‘slow’ isolation procedure involving a wash andby a ‘rapid’ procedure. The mitochondria isolatedby the ‘rapid’ procedure were more tightly coupledthan those isolated by the ‘slow’ procedure. Anexogenous supply of cytochrome c or NAD was shown to improvethe activity of mitochondria isolated by the ‘slow’procedure, but not those isolated by the ‘rapid’procedure. The phosphorylative abilities of the latter weremuch greater than the former and were retained for longer periods.It was found that there was a leakage of NAD out of the mitochondria.     

Cell Potentials and Turgor Pressures in Epidermal Cells of Tradescantia and Commelina

Cell membrane potentials have been measured both in epidermalstrips and intact leaf sections of Tradescantia virginiana andCommelina communis, and in epidermal cells over green and overalbino mesophyll cells of T. albiflora var. albovittata. Membranepotentials (_cell) in strips were considerably lower than thosein intact sections and were insensitive to light and to theabsence or presence of calcium. Their response to external cationlevels was indifferent to ionic species. However, in intactleaf sections incubated with calcium present, membrane potentialsresponded to K⁺ levels but not to Na⁺. were more negative thancells in epidermal strips, and responded to changes in illumination. Long-term recordings of _cell and vacuolar K⁺ levels in T. virginianaduring stomatal closure suggest that the fluctuations of _cellwere unrelated to K⁺ movement (which we could not detect) andthus probably to stomatal movement as well. Turgor pressures measured in epidermal cells of intact leafsections of T. virginiana were found to be of the same magnitudeas those previously reported for epidermal strips. It is concludedthat epidermal cells maintain their solute contents during strippingwithout the involvement of an electrophysiological transportsystem. With the possible exception of lateral subsidiary cells,there was no evidence suggesting that ordinary epidermal cellsare capable of osmotic adjustment even when additional KCI wassupplied in the osmoticum. Absolute turgor levels in intactleaf sections kept at constant external KCI were unrelated tosteady state _cell.     

Do agricultural pollutants affect competition between filter‐feeding caddis fly larvae? Results of laboratory microcosm experiments

1. Predictable changes in the composition of macroinvertebrate communities in response to non‐point source pollution are the basis of macroinvertebrate community indices. However, other factors, such as biotic interactions, also affect the composition of macroinvertebrate communities and may complicate the interpretation of such indices by interacting with abiotic stressors. 2. The effect of agricultural pollutants on competition between two filter‐feeding caddisflies, Brachycentrus appalachia and Hydropsyche spp. was studied in the laboratory using recirculating flow tanks. 3. Experiments were conducted at two densities of Hydropsyche: high (300 per tank) and low (80 per tank). Brachycentrus density was kept constant at 40 per tank in all experiments. Experiments assessed the effect of an agricultural pollutant mix (sand, cow‐manure compost mix) and the presence of the competitor on both taxa. 4. The only negative response to pollutants was a larger number of Hydropsyche drifting in high‐density tanks. In fact, at high densities, mortality of Hydropsyche was higher in controls than in tanks receiving pollutants. 5. Hydropsyche and B. appalachia competed for resources and the presence of pollution did not affect the outcome of this competition. The presence of high densities of Hydropsyche resulted in higher drift and lower condition of B. appalachia. At low densities of Hydropsyche, B. appalachia larvae suffered greater mortality and tended to be in poorer condition. Brachycentrus appalachia may be less successful at even moderate densities of Hydropsyche due to competition between these taxa, most likely for prime feeding positions. 6. Streams receiving non‐point source pollution from agriculture may be able to support higher densities of Hydropsyche, which may further reduce the suitability of these habitats for B. appalachia. 7. This experimental study suggests that competition may complicate interpretation of biotic indices, as changes in benthic invertebrate community structure normally ascribed to pollution may arise from intra‐specific competition.     

Grave Injustice: The American Indian Repatriation Movement and NAGPRA.

Grave Injustice: The American Indian Repatriation Movement and NAGPRA. Kathleen S. Fine-Dare. Lincoln: University of Nebraska Press, 2002. 250 pp.     

Nutrient Dilution by Starch in CO2-enriched Chrysanthemum

Increasing growth irradiance and CO₂ generally decreases foliarnutrient concentration on a dry weight basis and increases foliarstarch concentration. However, the extent to which starch concentrations‘dilute’ foliar nutrient concentrations when thelatter are expressed on a dry weight basis is not known. Todetermine the importance of differential starch accumulationin calculating nutrient concentrations on a dry weight basis,leaf nutrient and starch concentrations were measured in Chrysanthemum? morifolium ‘Fiesta’ (Ramat.) cuttings grown atthree irradiance levels and two CO₂ levels for eight weeks inboth winter and spring. On a dry weight basis, foliar concentrationsof most nutrients were lower in both seasons as a result ofthe elevated CO₂ and irradiance levels, and total dry weightswere higher. Per cent starch was greater at the high CO₂ levelin both seasons but was only greater at higher irradiances inthe winter experiment. When starch was subtracted from the leafdry weights, the differences between CO₂ and irradiance treatmentsdisappeared with respect to N, P, K, Ca, Mg, S, and B but notfor Fe, Mn, Zn, and Cu. Key words: CO₂ enrichment, starch, nutrients, irradiance