Dynamic land use change simulation using cellular automata with spatially nonstationary transition rules

The dynamic relationships between land use change and its driving forces vary spatially and can be identified by geographically weighted regression (GWR). We present a novel cellular automata (GWR-CA) model that incorporates GWR-derived spatially varying relationships to simulate land use change. Our GWR-CA model is characterized by spatially nonstationary transition rules that fully address local interactions in land use change. More importantly, each driving factor in our GWR model contains effects that both promote and resist land use change. We applied GWR-CA to simulate rapid land use change in Suzhou City on the Yangtze River Delta from 2000 to 2015. The GWR coefficients were visualized to highlight their spatial patterns and local variation, which are closely associated with their effects on land use change. The transition rules indicate low land conversion potential in the city’s center and outer suburbs, but higher land conversion potential in the inner near suburbs along the belt expressway. Residual statistics show that GWR fits the input data better than logistic regression (LR). Compared with an LR-based CA model, GWR-CA improves overall accuracy by 4.1% and captures 5.5% more urban growth, suggesting that GWR-CA may be superior in modeling land use change. Our results demonstrate that the GWR-CA model is effective in capturing spatially varying land transition rules to produce more realistic results, and is suitable for simulating land use change and urban expansion in rapidly urbanizing regions.     

PS材料加固土遗址风蚀试验研究

风蚀是西北干旱地区土遗址破坏的主要动力机制和成因,强烈的风蚀作用致使许多土遗址坍塌殆尽,导致这一不可再生资源的破坏。通过对土遗址的室内和现场风蚀模拟试验研究发现,经PS（高模数硅酸钾）材料加固后土遗址的抗风蚀能力明显增强。室内试验发现,风蚀量随风速的增长而增加、随风蚀时间延长近线性增长,PS材料浓度大于5 %的加固试样,即使风速达20 m/ s时,风蚀量均小20 (kg/ m2)•h,抗风蚀强度提高 6～10 倍。现场模拟试验结果表明,加固材料的入渗深度和用量直接影响加固效果,中浓度PS材料加固的墙面抗风蚀能力最强。因此,选择适当的PS材料浓度、提高加固材料的渗透力是土遗址保护加固的关键,将对西北地区土遗址科学保护的全面开展起到重要的指导作用。     

Separate and interactive effects of eutrophication and climate variables on the ecosystem elements of the Gulf of Riga

There is currently a critical knowledge gap in how eutrophication and climate variables separately and interactively impact the dynamics of marine ecosystems. Based on long-term monitoring data we quantified the separate and combined impacts of nutrient loading, temperature, salinity, and wind conditions on zooplankton, zoobenthos and fish inhabiting a brackish water ecosystem in the Gulf of Riga. Changes in zoobenthos communities and herring stock were largely explained by climate variables. Zooplankton species were related to both eutrophication and climate variables, and models combining all environmental variables explained additional variation in zooplankton data compared to the separate models of climate and eutrophication. This suggests that zoobenthos communities and herring stock are largely driven by weather conditions, whereas the combined effect of weather and nutrient loads are likely the cause for dynamic zooplankton communities in the Gulf of Riga.     

Paleofire reconstruction for high-elevation forests in the Sierra Nevada, California, with implications for wildfire synchrony and climate variability in the late Holocene

Here, we present two high-resolution records of macroscopic charcoal from high-elevation lake sites in the Sierra Nevada, California, and evaluate the synchroneity of fire response for east- and west-side subalpine forests during the past 9200 yr. Charcoal influx was low between 11,200 and 8000 cal yr BP when vegetation consisted of sparse Pinus-dominated forest and montane chaparral shrubs. High charcoal influx after ∼ 8000 cal yr BP marks the arrival of Tsuga mertensiana and Abies magnifica, and a higher-than-present treeline that persisted into the mid-Holocene. Coeval decreases in fire episode frequency coincide with neoglacial advances and lower treeline in the Sierra Nevada after 3800 cal yr BP. Independent fire response occurs between 9200 and 5000 cal yr BP, and significant synchrony at 100- to 1000-yr timescales emerges between 5000 cal yr BP and the present, especially during the last 2500 yr. Indistinguishable fire-return interval distributions and synchronous fires show that climatic control of fire became increasingly important during the late Holocene. Fires after 1200 cal yr BP are often synchronous and corroborate with inferred droughts. Holocene fire activity in the high Sierra Nevada is driven by changes in climate linked to insolation and appears to be sensitive to the dynamics of the El Niño-Southern Oscillation.     

An analysis of changes in the urban landscape composition and configuration in the Sancaktepe District of Istanbul Metropolitan City,Turkey using landscape metrics and satellite data

Changes in landscape composition and configuration patterns of Sancaktepe Municipal District in the Asian side of Istanbul Metropolitan City of Turkey were analysed using landscape metrics. Class-level and landscape-level metrics were calculated from the land cover/land use data using Patch Analyst, an extension in the Arc View GIS. The land cover/land use data were derived from classified satellite images of Landsat Thematic Mapper of 2002 and 2009 for Sancaktepe District. There was evidence of increase in agglomeration process of built-up patches as indicated by the increases in mean patch size, decrease in total edge and number of patches between 2002 and 2009. The urban expansion pattern experienced overall was not fragmented but concentrated due to infilling around existing patches. Changes in Area-Weighted Mean Shape Index and Area-Weighted Patch Fractal Dimension Index indicated that the physical shapes within built-up, forest and bareland areas were relatively complex and irregular. A conclusion is made in this study that spatial metrics are useful tools to describe the urban landscape composition and configuration in its various aspects and certain decisions whether to approve a specific development in urban planning could, for example, be based on some measures of urban growth form or pattern in terms of uniformity and irregularity, attributable to the dynamic processes of agglomeration and fragmentation of land cover/land use patches caused by urban expansion.     

LC元件参数的数字测量方法与设计

本文着重说明如何将LC元件的諸参数转换为相应的数字量,以适应数字測量的要求。本文采用的方法与设计,具有电路结构简单,易于实现的特点。     

Elevation‐dependent responses of streamflow to climate warming

Warming will affect snowline elevation, potentially altering the timing and magnitude of streamflow from mountain landscapes. Presently, the assessment of potential elevation‐dependent responses is difficult because many gauged watersheds integrate drainage areas that are both snow and rain dominated. To predict the impact of snowline rise on streamflow, we mapped the current snowline (1980 m) for the Salmon River watershed (Idaho, USA) and projected its elevation after 3 °C warming (2440 m). This increase results in a 40% reduction in snow‐covered area during winter months. We expand this analysis by collecting streamflow records from a new, elevation‐stratified gauging network of watersheds contained within high (2250–3800 m), mid (1500–2250 m) and low (300–1500 m) elevations that isolate snow, mixed and rain‐dominated precipitation regimes. Results indicate that lags between percentiles of precipitation and streamflow are much shorter in low elevations than in mid‐ and high‐elevation watersheds. Low elevation annual percentiles (Q₂₅ and Q₇₅) of streamflow occur 30–50 days earlier than in higher elevation watersheds. Extreme events in low elevations are dominated by low‐ and no‐flow events whereas mid‐ and high‐elevation extreme events are primarily large magnitude floods. Only mid‐ and high‐elevation watersheds are strongly cross correlated with catchment‐wide flow of the Salmon River, suggesting that changes in contributions from low‐elevation catchments may be poorly represented using mainstem gauges. As snowline rises, mid‐elevation watersheds will likely exhibit behaviours currently observed only at lower elevations. Streamflow monitoring networks designed for operational decision making or change detection may require modification to capture elevation‐dependent responses of streamflow to warming. Copyright © 2014 John Wiley & Sons, Ltd.     

新疆层云和层积云冰粒子属性的季节变化

利用CloudSat 卫星资料,选取冰粒子的等效半径（IER）、数浓度（INC）、含水量（IWC）,统计分析了层云、层积云微物理量的垂直分布和季节变化。层云/层积云小粒子（0～50 μm）、中等粒子（50～80 μm）、大粒子（≥80 μm）出现频率分别为18.7%/16.3%、77.6%/62.6%、3.7%/21.2%。在IER 垂直分布上,层云小、中等粒子在云层中部出现较多,层积云小粒子在云层上部出现较多,中等、大粒子在云层中部出现较多。层云/层积云INC低值段（0～50 L^-1）、中值段（50～100 L^-1）、高值段（≥100 L^-1）出现频率分别为90.1%/76.5%、9.6%/19.5%、0.3%/4.1%。在INC垂直分布上,层云低、中值段在云层中部出现较多,层积云低、中值段分别在云层中部、上部出现较多。层云/层积云IWC低值段（0～50 mg·m^-3）、中值段（50～100 mg·m^-3）、高值段（≥100 mg·m^-3）出现频率分别为96.7%/82.8%、3.2%/13.4%、0.1%/3.7%。在IWC垂直分布上,层云低值段在云层中部出现较多,层积云低、中值段分别在云层中部、上部出现较多。     

冲绳海槽千年来陆源物质输入历史与东亚季风变迁

为解决近1000年以来东海沿岸地区气候演化及其对南冲绳海槽陆源物质输入的影响, 对取自南冲绳海槽的MD05-2908孔上部(0~810cm) 共78份孢粉样品和199份有机碳同位素样品进行了分析.结果显示, 近1000年以来南冲绳海槽陆源物质输入存在着显著波动, 其中1100~1040aBP、960~880aBP和800~480aBP期间, 陆源物质输入比例增加; 1040~960aBP和480~230aBP期间, 陆源物质输入比例减少.将陆源物质输入指标与陕西佛爷洞δ13C含量记录对比分析, 发现陆源物质输入比例变化与季风的变化密切相关.当夏季风减弱时, 导致降雨带长时间集中在南部地区, 增强的降雨量提高了风化剥蚀以及沉积物向海洋搬运的能力, 使得陆源物质供应量增加.      

相山铀矿田典型蚀变矿物地面光谱特征研究

利用光谱特征进行岩石矿物分析受到了国内外研究者的广泛关注,大多数蚀变矿物如赤铁矿、水云母等在可见光-近红外-短波红外波段具有诊断性强的波谱特征。因此,利用典型岩石矿物光谱特征可为矿产资源勘查与评价提供一种新的手段和方法。本文对相山铀矿田蚀变矿物进行光谱测量,经数据处理获得了不同典型蚀变岩石矿物的反射率光谱曲线。通过对这些光谱曲线特征的分析研究,提出了影响岩石矿物反射率的因素,探讨了水云母、萤石、赤铁矿等典型蚀变岩石的反射率曲线特征,并建立了相应的典型蚀变矿物光谱识别模型。