偏最小二乘(PLS)回归方法在中国东部植被变化归因研究中的应用

植被变化往往受到不同气候变量的综合作用,人类活动影响又使得植被对气候响应变得更为复杂,如何准确判别各种影响因素的相对重要性是植被变化归因研究中的一个关键点.研究基于偏最小二乘(PLS)回归方法,使用1982-2006 年的归一化植被指数(NDVI)数据,分析了降水、气温、日照、相对湿度和风等气候变量对中国东部植被变化的相对影响,并选取了NDVI变化较为典型的区域,量化了农业活动对该地区植被变化的相对贡献.PLS回归方法兼具了主成分分析和多元回归的优点,克服了众多自变量之间存在强烈交互相关导致的多元共线性问题.研究结果表明:① 1982-2006 年间,中国东部逐月NDVI的年际变化呈现出明显的南北差异.在12、1-5 月,NDVI以显著上升为主,上升区域主要位于淮河以北.在6-10月,NDVI以显著下降为主,下降区域主要为淮河以南的部分区域,特别是6 月江苏一带NDVI的大范围下降尤为明显.不过与NDVI发生显著变化的区域相比,更多区域的NDVI在各月并没有出现显著变化.② 在NDVI显著上升的站点,对NDVI变化最具解释意义的气候变量为气温,特别是冬末春初(2-3 月)的升温对黄淮海区域NDVI的显著上升具有主导控制作用.而对于NDVI 显著下降的站点,多数都不能从气候角度解释这些区域的NDVI 变化.③ 江苏省NDVI在6 月出现的大范围显著下降,与农业种植结构的调整,主要是棉花种植面积的减少以及油菜面积的增加具有显著关系.     

采煤塌陷对地表植物群落特征的影响

为了研究采煤塌陷对地表植被组成及其多样性的影响,对陕西省神府-东胜补连塔煤矿采煤塌陷区不同塌陷年限(2、7、12、17 a)区域和未塌陷区域(对照)植被进行抽样调查与分析. 结果表明:该区域共有14科39属46种植物,主要为草本植物;采煤塌陷对植被种类组成、物种分布有很大影响,导致植物种类显著减少31.03%~44.83%. 塌陷区优势种较对照区有较大变化,优势种由多年生草本植物演变为一二年生草本植物;但是不同塌陷年限区域植物优势种基本稳定,主要为看麦娘(Alopecurus aequalis)、烛台虫实(Corispermum candelabrum)、刺叶藜(Chenopodium aristatum)等. 采煤塌陷导致植株密度显著下降58.62%~68.00%、物种丰富度显著下降17.43%~27.00%、Margalef丰富度指数显著降低4.07%~22.76%,但植被盖度差异不显著. 采煤塌陷显著影响植物群落多样性,其中,塌陷12和17 a样地植被Margalef丰富度指数和Shannon-Wiener多样性指数较塌陷2 a样地显著提高. 群落排序结果表明,物种分布与塌陷有明显相关性. 塌陷区植株密度及其植被组成中多年生草本种数很难恢复到对照区水平,植被恢复进程十分缓慢.      

辽河东西支流与干流水体光学特性和组分对比研究

通过对东、西辽河和辽河干流有色溶解有机物(CDOM)吸收特性和荧光特征以及溶解有机碳(DOC)浓度的分析,对比研究不同子流域CDOM的光学特性差异,并分析影响CDOM与DOC浓度的主要因素.对比研究发现,辽河干流CDOM与DOC相关性(R = 0.89,P < 0.01)高于西辽河(R = 0.81)与东辽河(R = 0.75).总悬浮物浓度(TSM)和总碱度与不同子流域CDOM/DOC相关性较高.不同流域内CDOM与DOC的浓度变化较大,西辽河CDOM和DOC浓度明显高于东辽河和辽河干流.流域内土地利用、气候条件对两者浓度的影响显著,林地和CDOM及DOC浓度存在显著负相关(R = -0.41, -0.56),即林地面积越大,CDOM和DOC浓度越低;而农田与两者存在正相关(R = 0.40, 0.32),农田面积越大,相应的CDOM和DOC浓度越高;降雨量与CDOM和DOC呈现明显的负相关(R = -0.53, -0.38),说明降雨对河流CDOM的稀释作用较大.对于CDOM荧光强度Fn(355)与CDOM浓度来说,在每个子流域两者均存在较好的相关性,特别是西辽河流域(R = 0.96, P < 0.01).CDOM的三维荧光光谱发现,东、西辽河及辽河干流均表现出较强的类腐殖酸荧光峰(A峰和C峰),同时辽河干流表现出很强的类蛋白质峰(T峰).CDOM的吸收斜率(S)以及基于荧光光谱的FI和HIX表明东、西辽河和辽河干流CDOM的主要来源是外源高等植物输入的大分子量DOM,但是,西辽河和辽河干流CDOM的分子量要小于东辽河CDOM组成物质.     

快速城市化时期中国城市建成区植被状况的时空分异特征

基于植被变化视角,以中国656 个建制城市的建成区为研究对象,选择1992、2000 和2010 年DMSP/OLS 夜间灯光数据和植被数据,选用城市建成区内归一化植被指数（Normalized Difference Vegetation Index,NDVI）的均值反映建成区植被的状况;用建成区内NDVI均值和背景区内NDVI均值的比值（NDVI比值）衡量人为因素对城市建成区植被的影响情况。结果表明：①同一年份,城市规模越大,建成区植被越差;近20 a 来,除小城市植被变差外,其他等级城市植被总体在变好。②同一年份,规模小的城市人为因素产生的不利影响相对较小。近20 a 来,人为因素对特大城市和大城市植被产生的不利影响在减小,而中等城市基本不变,小城市则变大。③同一年份,从湿润半湿润森林带、半干旱草原带到干旱荒漠带的城市建成区内的植被逐渐变差;近20 a 来,干旱荒漠带的建成区植被状况略微变差,其余植被带内建成区植被变好。④同一年份,从湿润半湿润森林带、半干旱草原带到干旱荒漠带人为因素对建成区植被的不利影响逐渐减小;近20 a 来,湿润半湿润森林带内人为因素对建成区植被的不利影响在减小,而其他植被带内,人为因素的不利影响在增加。     

长江中下游洪水灾害成因及洪水特征模拟分析

长江中下游地区洪水灾害的发生是自然地理条件及人类活动共同作用的结果。流域水系构造和地理特征决定了其洪水多发性,气候变化和土地利用/地表覆盖变化导致该地区水循环过程发生较大改变,而大量水库、堤防的建设以及城市化的发展使得洪水过程发生显著变化,因此在各种因素的综合作用下,长江中下游地区近年来洪水灾害频繁发生。综述了气候变化对长江中下游降水的影响,探讨了长江中下游水系特征与洪水灾害的关系,分析了人类活动对洪水灾害的影响规律,在此基础上,开展了气候和下垫面特征变化条件下的暴雨洪水模拟研究,以长江下游太湖东苕溪流域的南苕溪为研究区,进行了流域降雨径流过程的动态模拟验证和特征分析,并取得了较满意的成果,从而为长江中下游地区防洪减灾研究打下了基础。     

浙江省植被物候变化及其对气候变化的响应

基于改进的Savitzky-Golay滤波算法重构了2001-2010年MODIS NDVI时间序列数据,反演了浙江近10 a来的植被生长状况,利用分段多项式拟合和动态阈值法提取了自然植被重要物候期(生长季开始时间、结束时间和生长季长度等),分析了植被物候期的年际变化趋势和空间分异特征,并结合同期气象数据,探讨了植被物候变化与气候变化的关系.主要结论如下:①浙江植被覆盖有所减少,整体下降趋势不显著,平均植被生长季为222 d,长度略有延长,其中开始时间提前趋势不显著,而结束时间推迟显著.②植被生长季为3月下旬至11月中旬,植被生长季的开始时间从北往南逐渐推迟,生长季结束时间相对集中,其中生长季延长的区域面积和缩短的区域面积相当.③气象要素与关键物候期参数的相关性分析表明冬季的热量供给是影响浙江植被生长开始的重要因子,植被生长季前期温度积累的增加有利于植被生长;生长季结束时间与当年温度呈极显著正相关,与当年降水和湿润指数的减少呈负相关,但影响不显著,从与各相关月、季度相关分析来看,秋季干湿程度对植被生长季结束时间影响相对较大.     

Relationships between runoff and land degradation on non-cultivated land in the Middle Hills of Nepal

SUMMARY

Rainfall-surface water runoff relationships have been examined for 912 rainfall events during the 1992 and 1993 monsoon seasons on 15 erosion plots on a variety of non-cultivated land uses in the Middle Hills, Nepal. Vegetation cover and type examined ranged from grassland and relatively undisturbed mixed broadleaf forest to subtropical Sal forest, in various states of degradation, and bare ground. Runoff was frequently generated on most plots and often by relatively small rainfall amounts (less than 5 mm) and low rainfall intensities (3 mm/h). Ground cover and canopy cover were significant factors in determining amounts of runoff. Runoff coefficients ranged from 1–2% under grassland and mixed broadleaf forest to 57–64% on the bare sites. Coefficients for Sal forest were between these two extremes; specific values depended on the level of degradation induced by human activity. The most degraded forest sites experienced runoff coefficients of 33%. Ground cover beneath the trees, especially leaf litter, was more effective in reducing runoff than the amount of canopy cover. Canopy cover was more effective during the less intense storms but was ineffective when the rainfall intensity was high. The results suggest that a minimum ground cover of 60% will keep runoff to within 10% of total rainfall amounts for most normal monsoons in the Middle Hills. This will also reduce the risk of gullying and surface soil erosion. It is the nature of the forest that is important and not its total area. In the study area, although the total area under forest had not changed, some of the forest had become more degraded with a corresponding increase in mean runoff rates. Increased runoff can occur even if the area under forest increases. Estimates of levels of degradation based solely on changing forest areas are likely to be inaccurate.     

Exploring long-term land cover changes in an urban region of southern Europe

This paper addresses two important issues for large Mediterranean city regions: the differential impact of compact urban ‘growth’ and low-density ‘sprawl’ on land cover changes (LCCs), and their final effect on changing land cover relationships (LCRs). The urban expansion of Rome (Italy) during the last 50 years and the related LCCs were investigated as a paradigmatic example of compact versus dispersed urban development. LCCs were assessed over 5 years (1960, 1974, 1990, 2000, 2006) by analysing diachronically the distribution of 12 land cover categories derived from digital land cover maps covering the entire Nuts-3 prefecture of Rome (5353 km²). LCRs were studied using multi-way data analysis. LCCs were found to have relative differences during ‘growth’ (1960–1990) and ‘sprawl’ (1990–2006) phases. Conversion to urban land uses concentrated in the 1960s and 1970s at the urban fringe, while expanding progressively far from the city in the 1990s and 2000s. During the ‘growth’ phase, the land cover classes with the highest probability of being converted to urban uses were arable lands, annual crops, vineyards and pastures. During the ‘sprawl’ phase, olive groves, orchards and forest surfaces also decreased due to the development of low-density built-up areas and infrastructure. Planning suggestions aimed at mitigating the alteration of the rural landscape through sprawl conditions are discussed.     

三维植被网预制草毯技术的意义和发展初探

三维植被网预制草毯就其独特的立体网包结构,预植草皮象卷地毯一样整体起运到需要绿化防护的地点,又象铺地毯一样铺贴在需防护的区域,从而达到快速绿化的目的.笔者就其技术的实用效果和发展趋势进行初步的探讨.表1,参3.     

植被根系及其土壤理化特征在高寒小嵩草草甸退化演替过程中的变化

以野外样地调查和室内分析法研究了不同退化演替阶段高寒小嵩草草甸的植被根系空间变化和土壤环境因子间的关系。结果表明,不同退化演替阶段高寒小嵩草草甸群落植被根系和蕴育植被根系的土壤量发生了明显的变化。特别是0~10 cm土层的植被根系在重度退化阶段显著高于其它退化演替阶段（P〈0.05）,而蕴育植被根系的＂载体＂量在重度退化阶段显著低于其它退化演替阶段（P〈0.05）,根土比（根和土的重量比）明显高于其它退化演替阶段（P〈0.05）;随着退化演替阶段的进行,高寒小嵩草草甸群落物种数、地上部分、植被根系锐减,群落结构和功能明显发生变化;不同退化演替阶段,植被根系（0~40 cm）的垂直分布、根土比与土壤容重、土壤含水量以及土壤中N、P含量存在一定的相关性;不同退化演替阶段高寒小嵩草草甸土壤理化特性的变化影响草地群落地上部分和植被根系;土壤的稳定性是草地生产稳定和恢复的重要因素,在评价与改良退化草地时,要充分了解土壤的退化程度。在高寒草甸地下根系取样方法难以统一,而且土壤表层根系和土壤很难难以分离,加之根系采样破坏性大、工作量大,根土比可能是指示高寒草甸退化程度相对可靠的量化指标。