随机森林算法在全球干旱评估中的应用

干旱是发生频率最高,造成社会、经济损失和生态破坏最严重、最广泛的自然灾害之一,因此对干旱进行可靠、有效的评估十分重要.本文以月平均降水、月平均温度、月最高温度、月最低温度、土壤湿度、蒸散发、NDVI、叶绿素荧光等作为解释变量,以基于SPI的干旱等级作为目标变量,采用随机森林算法,以2007-2012年的数据作为训练数据...     

基于温度梯度修正的山东省年均温资料插值方法比较研究

对研究区气象站点的年均温与其他地理要素进行相关分析,发现温度与高程具有较高的相关系数。在此基础上,设计了使用空间内插方法分别获得研究区气温与高程,再根据内插得到的高程与实际DEM之差对内插得到的气温进行温度梯度修正,以得到实地气温的方法。这种方法可以有效的消除对气温进行内插时,高程要素对其产生的干扰。分别运用IDW、Kriging、Spline3种方法进行插值,比较结果发现IDW法得到的结果最能反映温度随空间位置变化的趋势,较其他两种内插方法具有较大的优势。     

Simulation and projection of climate change using CMIP6 Muti-models in the Belt and Road Region

Climate condition over a region is mostly determined by the changes in precipitation, temperature and evaporation as the key climate variables. The countries belong to the Belt and Road region are subjected to face strong changes in future climate. In this paper, we used five global climate models from the latest Sixth Phase of Coupled Model Intercomparison Project (CMIP6) to evaluate future climate changes under seven combined scenarios of the Shared Socioeconomic Pathways and the Representative Concentration Pathways (SSP1-1.9, SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP4-3.4, SSP4-6.0 and SSP5-8.5) across the Belt and Road region. This study focuses on undertaking a climate change assessment in terms of future changes in precipitation, air temperature and actual evaporation for the three distinct periods as near-term period (2021-2040), mid-term period (2041-2060) and long-term period (2081-2100). To discern spatial structure, K?ppen-Geiger Climate Classification method has been used in this study. In relative terms, the results indicate an evidence of increasing tendency in all the studied variables, where significant changes are anticipated mostly in the long-term period. In addition to, though it is projected to increase under all the SSP-RCP scenarios, greater increases will be happened under higher emission scenarios (SSP5-8.5 and SSP3-7.0). For temperature, robust increases in annual mean temperature is found to be 5.2 °C under SSP3-7.0, and highest 7.0 °C under SSP5-8.5 scenario relative to present day. The northern part especially Cold and Polar region will be even more warmer (+6.1 °C) in the long-term (2081-2100) period under SSP5-8.5. Similarly, at the end of the twenty-first century, annual mean precipitation is inclined to increase largely with a rate of 2.1% and 2.8% per decade under SSP3-7.0 and SSP5-8.5 respectively. Spatial distribution demonstrates that the largest precipitation increases are to be pronounced in the Polar and Arid regions. Precipitation is projected to increase with response to increasing warming most of the regions. Finally, the actual evaporation is projected to increase significantly with rate of 20.3% under SSP3-7.0 and greatest 27.0% for SSP5-8.5 by the end of the century. It is important to note that the changes in evaporation respond to global mean temperature rise consistently in terms of similar spatial pattern for all the scenarios where stronger increase found in the Cold and Polar regions. The increase in precipitation is overruled by enhanced evaporation over the region. However, this study reveals that the CMIP6 models can simulate temperature better than precipitation over the Belt and Road region. Findings of this study could be the reliable basis for initiating policies against further climate induced impacts in the regional scale.     

小叶锦鸡儿离体叶片对温度处理的某些生理响应

小叶锦鸡儿离体叶片分别经25、30、35、40、45、50、55℃等7个温度处理60min后, 测定了其光系统Ⅱ最大量子效率(F_v/F_m)和脯氨酸含量的响应。结果表明, 25~40℃的温度对F_v/F_m没有明显影响; 温度高于40℃, 首先使光合作用通过光系统Ⅱ的电子传递受到不同程度的阻抑; 当温度高于50℃, 使叶片光系统Ⅱ反应中心失活或破坏, 即小叶锦鸡儿叶片光系统Ⅱ反应中心可耐受的最高温度为50℃, 温度再高, 将对叶片造成高温伤害。另外, 在耐受范围内, 叶片中的脯氨酸含量可能表征了叶片遭受温度胁迫的程度。     

Emergence patterns and microhabitat preference of aquatic dance flies (Empididae; Clinocerinae and Hemerodromiinae) on a longitudinal gradient of barrage lake system

Aquatic dance flies (Empididae; Clinocerinae and Hemerodromiinae) are important components of freshwater assemblages, especially in running waters. They are predators as larvae and adults and thus essential for understanding aquatic food webs. This study was conducted in Plitvice lakes National Park (Croatia) representing a wide variety of freshwater habitats (springs, streams, lakes and tufa barriers). Adults were collected monthly from March 2007 until March 2009 using pyramid-type emergence traps at 13 locations. A total of 3865 specimens comprising 18 species were collected. The dominant genus was Chelifera, while the most abundant species was Hemerodromia unilineata. All species were univoltine except Chelifera precabunda, Chelifera pyrenaica and Chelifera stigmatica that were bivoltine. Considerable differences in composition and structure of aquatic dance flies assemblages were recorded along a longitudinal gradient of studied sites, primarily related to differences in physical and chemical parameters of water. Water temperature was the main factor influencing the timing of emergence. Hemerodromia species preferred variable water temperature throughout the year while the majority of the Chelifera species preferred stable water temperature characteristic of spring sites. Furthermore, discharge affected assemblage composition of aquatic dance flies. The highest abundance of aquatic dance flies was recorded in lotic habitats with fast water current over substrates of moss, gravel and particulate tufa with detritus. These results give a new insight on microhabitat preference and their distribution on unique karstic habitats.     

祁连山南坡灌丛草甸生物量变化与水热因子的关系研究

通过野外调研和室内实验,研究了祁连山南坡灌丛草甸地上生物量的生长季变化,并对地上生物量与水热因子的关系进行了探讨。结果表明：在不同区域群落结构有所不同,覆盖度越低,上层和下层的植物高度越低,丰富度和多样性越小。但均匀度还受草场退化阶段的影响,群落结构相对稳定,植物的均匀度越高;地上生物量的年内变化是单峰曲线,乌鞘岭和门源的地上生物量在7月份最大,祁连和野牛沟的地上生物量在9月份最大;地上生物量的积累与前1月和前2月的气温和降水正相关,与前4月的气温也正相关,并且对气温变化的敏感性大于降水,但与地温和土壤水分的相关性不明显,前1月表层地温较高对地上生物量的积累有积极作用;对于地上生物量积累,日气温、日相对湿度、降水量有直接正向作用,而日最高气温、日最低气温、日水汽压有直接负向作用,5 cm、20 cm地温和0~10 cm、20~30 cm土壤水分也有直接正向作用,而10 cm地温和10~20 cm土壤水分也有直接负向作用。     

古村落社区旅游参与度及影响因素——西递、宏村、南屏比较研究

以社区家庭为视角,建立基于利益导向的社区旅游参与水平测度指标,以皖南古村落西递、宏村、南屏为实证研究对象,揭示了古村落社区旅游参与度异同及其影响机理。研究结果表明:① 古村落内部、古村落之间的旅游参与度均有不同程度的差异,归因为家庭微观因子与社区中观因子交互作用所致。② 通过家庭微观因子对家庭人均旅游收入影响的通径系数分析,得出三个景区相应的直接通径系数和间接通径系数,发现古村落家庭微观因子的影响方向趋同而影响程度分异,与问卷调查结果分析的一致性也显示了该方法的较强解释力和潜在应用价值。③ 提高古村落社区旅游参与整体水平、缓解参与度空间差异的根本途径在于"让利于民",增强社区分利能力,政府在其中扮演着重要的引导角色。     

阿勒泰地区植被覆盖度及ET对气温变化的响应

研究气温对植被覆盖度和ET (Evapotranspiration,ET)的影响,对干旱区应对气候变化、维系生态系统稳定具有重要意义。基于阿勒泰地区及周边7个气象站,CRU数据集中的气温数据及MODIS ET数据,采用Mann-Kendall非参数检验、植被盖度反演等方法,对阿勒泰地区气温变化对植被覆盖度及ET的影响进行了研究。结果表明：（1）在1901—2016年过去的116 a间,阿勒泰地区年平均气温以0.18 ℃·(10 a)^-1速率增加,在1982年由突变前的2.2 ℃增加到突变后的3.5 ℃。（2）2000—2017年阿勒泰地区植被覆盖度变化的空间差异明显,植被覆盖度增加的面积与降低的面积总体相当;全区66.71%的区域植被覆盖度变化与气温呈负相关,而呈正相关的比例仅占18.55%,且全区气温变暖而盖度降低区域的占比达31.71%。（3）2000—2016年阿勒泰地区ET总体呈降低趋势,整个区域61.65%的面积温度降低、ET降低,而19.92%的区域表现为温度增加而植被ET降低。     

中国东北地区及不同典型下垫面的气温异常变化分析

利用6个代表站1905-2001年较长时期的月平均气温,对缺测年代的数据进行了插补,建立了东北地区近百年平均季、年气温序列。对所建温度序列与同一区域内26个代表站平均温度序列的近46年同期资料做了相关分析,检验了序列的代表性。在所建序列基础上,分析了东北百年气温的年代、年和季节等不同时间尺度变化特点和地域分布特征,采用谱分析方法探讨了序列的周期性变化特征,并采用Mann-Kendall和Yamamoto方法对经过滑动平均的气温序列进行了突变分析。结果表明,东北近百年年平均温度表现为明显的增暖趋势,但为起伏式增暖;冬季增温非常强烈,夏季在1995年以前不仅没有升温,反而有明显降温趋势,但1995年以后夏季气温明显升高,春秋季的升温趋势与冬季类似,但幅度小得多;在区域内,增温强度似乎并不随纬度增大,纬度较低的沈阳增温最强;三种典型下垫面中以山地的增温幅度最强;功率谱分析表明了百年气温变化的2.3年和4.2年的主周期,其中2.3年周期比较显著。