Design, construction and evaluation of systems to predict risk in obstetrics.

We present a systematic, practical approach to developing risk prediction systems, suitable for use with large databases of medical information. An important part of this approach is a novel feature selection algorithm which uses the area under the receiver operating characteristic (ROC) curve to measure the expected discriminative power of different sets of predictor variables. We describe this algorithm and use it to select variables to predict risk of a specific adverse pregnancy outcome: failure to progress in labour. Neural network, logistic regression and hierarchical Bayesian risk prediction models are constructed, all of which achieve close to the limit of performance attainable on this prediction task. We show that better prediction performance requires more discriminative clinical information rather than improved modelling techniques. It is also shown that better diagnostic criteria in clinical records would greatly assist the development of systems to predict risk in pregnancy.

Ecological condition of coastal ocean waters of the U.S. continental shelf off South Florida: 2007

A study was initiated with field work in May 2007 to assess the status of ecological condition and stressor impacts throughout the U.S. continental shelf off South Florida, focusing on soft-bottom habitats, and to provide this information as a baseline for evaluating future changes due to natural or human-induced disturbances. The boundaries of the study region extended from Anclote Key on the western coast of Florida to West Palm Beach on the eastern coast of Florida, inclusive of the Florida Keys National Marine Sanctuary (FKNMS), and from navigable depths along the shoreline seaward to the shelf break (~100m). The study incorporated standard methods and indicators applied in previous national coastal monitoring programs — U.S. Environmental Protection Agency’s (EPA) Environmental Monitoring and Assessment Program (EMAP) and National Coastal Assessment (NCA) — including multiple measures of water quality, sediment quality, and biological condition. Synoptic sampling of the various indicators provided an integrative weight-of-evidence approach to assessing condition at each station and a basis for examining potential associations between presence of stressors and biological responses. A probabilistic sampling design, which included 50 stations distributed randomly throughout the region, was used to provide a basis for estimating the spatial extent of condition relative to the various measured indicators and corresponding assessment endpoints (where available). The study was conducted through a large cooperative effort by National Oceanic and Atmospheric Administration (NOAA)/National Centers for Coastal Ocean Science (NCCOS), EPA, U.S. Geological Survey (USGS), NOAA/Oceanic and Atmospheric Research (OAR)/Atlantic Oceanographic and Meteorological Laboratory in Miami, FKNMS, and the Florida Fish and Wildlife Conservation Commission (FWC). The majority of the South Florida shelf had high levels of dissolved oxygen (DO) in near-bottom water (> 5 mg L-1) indicative of “good” water quality.. DO levels in bottom waters exceeded this upper threshold at 98.8% throughout the coastal-ocean survey area. Only 1.2% of the region had moderate DO levels (2-5 mg/L) and no part of the survey area had DO <2.0 mg/L. In addition, offshore waters throughout the region had relatively low levels of total suspended solids (TSS), nutrients, and chlorophyll a indicative of oligotrophic conditions. Results suggested good sediment quality as well. Sediments throughout the region, which ranged from sands to intermediate muddy sands, had low levels of total organic carbon (TOC) below bioeffect guidelines for benthic organisms. Chemical contaminants in sediments were also mostly at low, background levels. For example, none of the stations had chemicals in excess of corresponding Effects-Range Median (ERM) probable bioeffect values or more than one chemical in excess of lower-threshold Effects-Range Low (ERL) values. Cadmium was the only chemical that occurred at moderate concentrations between corresponding ERL and ERM values. Sixty fish samples from 28 stations were collected and analyzed for chemical contaminants. Eleven of these samples (39% of sites) had moderate levels of contaminants, between lower and upper non-cancer human-health thresholds, and ten (36% of sites) had high levels of contaminants above the upper threshold.

Age and growth of the estuarine dolphin (Sotalia guianensis) (Cetacea, Delphinidae) on the Paraná Coast, southern Brazil

Teeth of 71 estuarine dolphins (Sotalia guianensis) incidentally caught on the coast of Paraná State, southern Brazil, were used to estimate age. The oldest male and female dolphins were 29 and 30 years, respectively. The mean distance from the neonatal line to the end of the first growth layer group (GLG) was 622.4 ±19.1 μm (n=48). One or two accessory layers were observed between the neonatal line and the end of the first GLG. One of the accessory layers, which was not always present, was located at a mean of 248.9 ±32.6 μm (n=25) from the neonatal line, and its interpretation remains uncertain.The other layer, located at a mean of 419.6 ±44.6 μm (n=54) from the neonatal line, was always present and was first observed between 6.7 and 10.3 months of age. This accessory layer could be a record of weaning in this dolphin. Although no differences in age estimates were observed between teeth sectioned in the anterior-posterior and buccal-lingual planes, we recommend sectioning the teeth in the buccal-lingual plane in order to obtain on-center sections more easily. We also recommend not using teeth from the most anterior part of the mandibles for age estimation. The number of GLGs counted in those teeth was 50% less than the number of GLGs counted in the teeth from the median part of the mandible of the same animal. Although no significant difference (P>0.05) was found between the total lengths of adult male and female estuarine dolphins, we observed that males exhibited a second growth spurt around five years of age. This growth spurt would require that separate growth curves be calculated for the sexes. The asymptotic length (TL∞), k, and t0 obtained by the von Bertalanffy growth model were 177.3 cm, 0.66, and –1.23, respectively, for females and 159.6 cm, 2.02, and –0.38, respectively, for males up to five years, and 186.4 cm, 0.53 and –1.40, respectively, for males older than five years. The total weight (TW)/total length (TL) equations obtained for male and female estuarine dolphins were TW = 3.156 × 10−6 × TL 3.2836 (r=0.96), and TW = 8.974 × 10−5 × TL 2.6182 (r=0.95), respectively.

A 139-year dendroclimatic cycle, cultural/environmental history, sunspots, and longer-term cycles

Higher resolution time-stratigraphic records suggest correlation of lower frequency paleoclimatic events with Milankovitch obliquity/precessional cycles and of higher frequency events with the evidently resonance-related Pettersson maximum tidal force (MTF) model. Subsequently published records, mainly pollen, seemingly confirm that atmospheric resonances may have modulated past climatic changes in phase with average MTF cycles of 1668, 1112, and 556 years, as calculated in anomalistic years from planetary movements by Stacey. Stacey accepts Pettersson's dating of AD 1433 (517 YBP) for the last major perihelian spring tide based solely on calculations of moon- and earth-orbital relations to the sun. Use of AD 1433 as an origin for the tidal resonance model seemingly continues to provide a best fit for the timing of cyclical patterns in the presented paleoclimate time series.

Can lake sediments provide a record of tropical storms? The case of Laguna de Juanacatlan, Jalisco, Mexico [abstract]

EXTRACT (SEE PDF FOR FULL ABSTRACT): Laguna de Juanacatlan is a small (15 hectare) lake in the State of Jalisco, Mexico. Its sediments are predominantly varved and thereby offer the potential of a high resolution paleoclimatic record.

Long-term response of Torrey pine to coastal climate: precipitation, temperature, and fog

EXTRACT (SEE PDF FOR FULL ABSTRACT): Torrey pine (Pinus torreyana Parry ex Carr.) has one of the most limited geographical ranges and population size in the Pinus genus; it is present only on Santa Rosa Island and on the coast between San Diego and Del Mar, where our research was conducted. A 168-year chronology (1827-1994) was developed using 28 increment cores extracted from 15 living and 2 dead stranding trees at Torrey Pines State Reserve, San Diego, California. ... The spatial correlation with western North America winter and spring precipitation, as well as with published tree-ring chronologies, indicates a connection with the American Southwest. Global correlation maps with winter sea level pressure and sea surface temperature are consistent with the hypothesis that San Diego precipitation is affected by a southerly displaced North Pacific storm track and by warmer water farther south, both leading to higher transport of lower latitude moisture.

全球气候变化条件下新疆天山云杉林生长的分析与模拟

气候变化对人类赖以生存的陆地生态系统尤其是森林会产生很大的影响。本论文选择新疆天山东部的伊吾、中部的天池和小渠子、西部的昭苏四个代表性样点，利用BIOME-BGC模型和树木年轮分析方法探讨1961 ~ 2000年间气候变化和大气CO2浓度增高对天山北坡地带性植被天山云杉林（Picea schrenkiana）生长的影响，并利用BIOME-BGC模型预测未来气候变化条件下天山云杉林生产力的可能变化。 利用BIOME-BGC模型模拟了当前气候和CO2浓度条件下四个研究样点净初级生产力（NPP）特征。比较BIOME-BGC模型模拟值与实测NPP、树木年轮指数，结果表明该模型适用于天山北坡天山云杉林的模拟研究。 以BIOME-BGC模型模拟的NPP和树木年轮宽度指数作为生长指标，分析了天山云杉林过去40年的生长特点和趋势。结果表明近40年来天山云杉林生长总体上呈现上升趋势，尤其是自1987年以后，变化幅度更大。天山云杉林的生长对气候变化的反应很敏感，年降水量与当年的NPP呈现显著正相关关系（R=0.774 ~ 0.882，P < 0.001）。年降水量与树木年轮宽度指数也呈现出相似的相关关系，但相关系数相对较小（0.305 ~ 0.544），其中只有昭苏和小渠子样点达到显著水平。在昭苏和伊吾，年平均温度与对应年份的NPP相关关系微弱，相关系数仅分别为0.036和0.159。而天山中部的小渠子和天池年平均温度与对应年份的NPP呈显著负相关关系（相关系数分别为-0.324和-0.322;P <0.05）,这可能是由于温度的升高加剧水分胁迫，导致NPP下降。年平均温度与树木年轮宽度指数的相关关系与NPP的基本一致。同时，年平均温度也表现出比较强的滞后效应,尤其是滞后两年的效应，这可能是由于温度的升高，加速养分循环产生施肥效应，从而间接促进天山云杉林的生长。近40年来，大气CO2浓度的增高对天山云杉林生长具有一定促进作用，NPP升高的幅度为1.85 ~ 4.51%,根据树木年轮估算大气CO2施肥效应β相对比较小,仅为0.133。进一步分析表明大气 CO2浓度主要是通过提高水分利用效率的途径促进天山云杉林生长。 利用RegCM2区域气候模式模拟的大气CO2倍增时（大约2070年）的气候变化情形作为输入参数，应用BIOME-BGC模型预测了在未来气候状况发生改变，而大气CO2浓度没有变化的情况下（C0T1P1），天山云杉林的NPP增长幅度为13.33 ~ 29.11%,其中对东部伊吾NPP的促进作用最大，其次是中部的小渠子和天池，而对西部昭苏NPP的影响最小;结合当前气候条件和大气CO2浓度加倍情形（C1T0P0），模拟结果表明NPP在比较温暖的天山中部和西部将会有所增加，增加幅度为1.17 ~ 8.62%，而在寒冷的东部伊吾，NPP则会下降2.50%, CO2的施肥效应表现出很大的温度依赖性;结合气候变化和大气CO2浓度加倍情形（C1T1P1），模拟结果表明NPP的增加幅度将会上升为26.43 ~ 37.24%，温度、降水和大气CO2浓度对NPP的影响存在较强的交互作用。 研究表明树木年轮真实记录了树木在自然条件下长期的生长特征，是验证生态系统模型比较理想的材料之一。生态系统模型可以从机理上对生态系统的生物物理过程以及影响因子进行分析和模拟。本研究利用生态系统模型与树木年轮方法相结合很好地揭示天山云杉林的生长与全球气候变化之间的相互关系。同时，研究表明未来气候变化有利于天山云杉林的生长，天山云杉林可能会成为一个重要的碳汇而在碳循环研究中倍受关注。