新疆阿勒泰地区20cm蒸发皿蒸发量的变化特征

利用新疆阿勒泰地区7个气象台站1964-2001年连续38a的20cm口径蒸发皿资料,运用线性趋势法、Mann-Kendall法对该地区蒸发皿蒸发量的年代际变化趋势和突变情况进行了研究。结果表明:整个地区平均而言,20世纪70年代的年平均蒸发皿蒸发量最高,此后逐年代下降,大部分站点的年代际变化趋势与全区一致,东部有两站不同;夏季平均蒸发量最大、春季次之,冬季最少;除冬季外,平均季蒸发量与年变化一致。年平均及春、夏、秋季蒸发皿蒸发量呈波动变化状态,冬季呈显著的上升趋势。空间分析表明,夏秋季大部分站的蒸发皿蒸发量呈显著下降趋势,个别站呈显著上升趋势;冬季大部分站呈显著上升趋势,春季大部站变化不明显。突变检测表明,该地区年及夏秋季蒸发皿蒸发量80年代中期有一次明显的突变,春、冬季突变不明显。各站及不同季节趋势变化和突变时间的不同步,表明气候变化在不同的地区和季节会有不同的体现。     

陇东黄土高原典型站苹果生长对气候变化的响应

利用西峰、崆峒两地连续24a的苹果物候观测资料(1984-2007年)、产量资料(1986-2007年)和1961-2007年的气象观测资料,分析陇东黄土高原苹果生育进程等对气候变化的响应。结果显示,分析期内,随着气候变化,当地苹果的叶芽开放、开花等生育期提前,成熟期推迟,生长周期延长;生育期气象条件呈现出向暖干化发展的趋势,以花期变化最为明显;影响崆峒苹果产量的主要气象因子为4月份最低气温、1月上旬降水、6月上旬日照时数以及7-8月最低气温,在气候变化条件下,这些因子的变化各不相同,对苹果产量的影响有利有弊。未来在苹果生产中,应调整布局、加强田间管理以应对气候变化的影响。     

Simulating site-specific impacts of climate change on soil erosion and surface hydrology in southern Loess Plateau of China

Proper spatial and temporal treatments of climate change scenarios projected by General Circulation Models (GCMs) are critical to accurate assessment of climatic impacts on natural resources and ecosystems. The objective of this study was to evaluate the site-specific impacts of climate change on soil erosion and surface hydrology at the Changwu station of Shaanxi, China using a new spatiotemporal downscaling method. The Water Erosion Prediction Project (WEPP) model and climate change scenarios projected by the U.K. Hadley Centre's GCM (HadCM3) under the A2, B2, and GGa emissions scenarios were used in this study. The monthly precipitation and temperature projections were downloaded for the periods of 1900–1999 and 2010–2039 for the grid box containing the Changwu station. Univariate transfer functions were derived by matching probability distributions between station-measured and GCM-projected monthly precipitation and temperature for the 1950–1999 period. The derived functions were used to spatially downscale the GCM monthly projections of 2010–2039 in the grid box to the Changwu station. The downscaled monthly data were further disaggregated to daily weather series using a stochastic weather generator (CLIGEN). The HadCM3 projected that average annual precipitation during 2010–2039 would increase by 4 to 18% at Changwu and that frequency and intensity of large storms would also increase. Under the conventional tillage, simulated percent increases during 2010–2039, compared with the present climate, would be 49–112% for runoff and 31–167% for soil loss. However, simulated soil losses under the conservation tillage during 2010–2039 would be reduced by 39–51% compared with those under the conventional tillage in the present climate. The considerable reduction in soil loss in the conservation tillage indicates the importance of adopting conservation tillage in the region to control soil erosion under climate change.     

内蒙古气候变化及其对主要农作物的影响

了解气候变化对内蒙古种植业结构的影响,是有效制定应对措施和政策的重要依据。本文以全区4个主要产粮区为代表,利用近50a的气候资料和近27a作物生育期资料,分析了当地气候变化特征及其对主要作物物候期和种植面积的影响。结果表明：近50a来,内蒙古主要农业区温度明显升高,≥10℃积温增加了350-570℃.d,河套灌区和大兴安岭东麓地区增温幅度大于阴山北部丘陵区和科尔沁地区。东西部地区的降水量变化差别较大,科尔沁和大兴安岭东麓地区生长季降水量减少了44.0mm和55.0mm,河套灌区和阴山北部丘陵区则增加了10.4mm和2.4mm。玉米春季物候期提前,秋季物候期推后,物候期延长了10-20d,大兴安岭东麓延长最为明显;春小麦和大豆则由于温度升高加快了发育进程,表现为全生育期缩短;马铃薯全生育期变化不明显,但可收期普遍延迟。玉米、马铃薯种植面积扩大,春小麦种植面积减小,玉米种植界限向北延伸等与气候变暖的关系密切。     

基于气候生产潜力的云南人粮关系及其未来变化

基于云南117个气象站1961?2015年观测实况及全球气候模式模拟的2016?2055年年平均气温、降水量数据,使用Thornthwaite Memorial模型计算并分析云南各地气候生产潜力（Tspv）的时空变化特征,构建并计算Tspv的人口承载力（Tspv-人口承载力）和气候承载力指数。结果表明：（1）云南Tspv呈现明显的纬向分布及垂直分布特征,总体表现为南部高于北部,低海拔地区高于高海拔地区,降水是云南Tspv主要限制因子;（2）1961-2015年全省Tspv仅滇西的部分地区显著增加,滇中局部等地显著减少,其余地区变化不显著,全省平均Tspv年际波动大,在2009年前后发生突变;（3）2006-2015年云南人均粮食供应稳定增长,接近或超过小康型粮食需求,耕地的人口承载力（耕地,人口承载力）逐年增加,但远低于Tspv-人口承载力,即使在极端减产年,Tspv-人口承载力水平仍能满足当前人口、耕地规模下富裕型粮食需求,人粮关系状态为盈余;（4）如果保持现有稳定的人口、耕地及生产力水平增幅,未来不同的排放情景下,云南Tspv及Tspv-人口承载力都将稳定增加,人粮关系状态以粮食盈余为主,且高排放情景下承载力和人粮关系状态水平均优于低排放情景。     

气候变暖对新疆核桃种植气候适宜性的影响

基于新疆102个气象台站1961-2015年逐日平均气温、最低气温、最高气温资料,采用线性趋势分析、累积距平、t检验以及ArcGIS的空间插值技术,对影响新疆核桃种植的关键气候因子（≥10℃积温、最低气温≤-25℃日数、最高气温≥40℃日数、终霜冻日早于≥10℃初日天数）的时空变化特征进行分析的基础上,结合核桃种植气候适宜性区划指标,研究了气候变化对新疆核桃种植气候适宜性及其分布的影响。结果表明：新疆≥10℃积温的空间分布总体呈现“南疆多,北疆少;平原和盆地多,山区少”的格局,最低气温≤-25℃日数有“南疆少,北疆多;平原和盆地少,山区多”的特点,夏季最高气温≥40℃日数为“东部多,西部少;平原和盆地多,山区少”的特点;终霜冻日早于≥10℃初日的天数呈现“西部多,东部少;山区多,平原和盆地少”的格局。在上述气候要素空间分异的综合作用下,新疆核桃种植的气候适宜区主要在塔里木盆地西部平原;次适宜区在塔里木盆地大部和吐哈盆地南部;北疆大部,阿尔泰山、天山和昆仑山区以及吐哈盆地、塔里木盆地东部为核桃不适宜种植区。在气候变暖背景下,近55a新疆≥10℃积温、最高气温≥40℃日数和终霜冻日早于≥10℃初日的天数分别以64.7℃·d·10a-1、0.48d·10a-1、0.120d·10a-1的倾向率呈显著（P＜0.05）增多趋势,冬季日最低气温≤-25℃日数以-0.980d·10a-1的倾向率呈极显著（P＜0.001）减少趋势。上述各要素分别于1986年和1997年发生了突变,受其影响,1997年后较其之前,新疆核桃种植的气候适宜区和次适宜区明显扩大,而不适宜区明显减小,气候变暖对新疆核桃种植总体趋于有利。     

Short-term water management at early filling stage improves early-season rice performance under high temperature stress in South China

Asymmetric warming and frequent temperature extremes are the consequences of climate change that are affecting crop growth and productivity over the globe while heat stress at early filling stage is of serious concern for the early-season rice in double cropping rice system of South China. In present study we assessed different short-term water management strategies to cope with the high temperature at early filling stage in rice. Water was applied as flood irrigation at two various depths i.e., 4–5 cm (I1) and 5–10 cm (I2) during 9:00–18:00 and then drained off at 18:00 as well as applied over-head during different time spans i.e., over-head sprinkle irrigation during 11:00–12:00, 13:00–14:00 and 14:00–15:00 at 60–80% relative humidity (RH) at early filling stage and regarded as S1, S2 and S3, respectively. A control was maintained with the maintenance of 1 cm water layer as normal farmer practice of this region. A fragrant rice cultivar, ‘Yuxiangyouzhan’ in early March (regarded as early season rice) in both 2014–15 and the effectiveness of different water management strategies were measured by estimating physio-biochemical responses, photosynthesis, yield and quality of rice exposed to high temperature stress at early filling stage. Our results showed that water treatments lowered lipid peroxidation (in terms of reduced malondialdehyde (MDA) contents) whilst proline and protein contents were affected differently. The water treatments also regulated the activities of superoxide dismutase (SOD), peroxidase (POD), catalase (CAT), nevertheless, improved plant photosynthesis and gas exchange, rice yield and quality attributes considerably by lowering severity of canopy temperatures than control (CK). On average, both flood and sprinkler water application were proved effective against high temperature stress, nonetheless, flood irrigated treatments were remained more effective than sprinkler which provided 26.58 and 43.63% higher grain yields in 2014–15, respectively than CK. On average, 5.58 and 11.92% higher grain yields were recorded in flood irrigation than sprinkler irrigation whereas among individual water application treatments, I1 was noted as the most effective regarding grain yield of rice (26.76 and 49.35% higher yield than CK) in both years which suggests that maintenance of 4–5 cm water layer might be helpful for the rice to withstand against high temperature stress at post heading and/or early filling stage in early-season rice production in South China.     

基于元胞自动机模型的土地利用情景模拟与驱动力分析

土地利用格局的形成过程比其最终形成的结果更为重要。本文以哈尔滨市双城区为例,利用不同时期的土地利用数据,在土地利用变化关键驱动因素分析的基础上,选取了对土地利用变化影响较大的距离变量、邻近土地利用类型数量、单元自然属性、社会经济因素等4方面14个驱动力因子,建立了基于元胞自动机(CA)与人工神经网络(ANN)相结合的土地利用空间格局模拟模型。在此基础上,对研究区自然禀赋、社会经济快速发展、基本农田保护及土地利用规划等不同情景驱动机制下的土地利用空间格局进行了时空模拟,以此解析土地利用变化过程与驱动力因素的响应关系。模拟结果显示：自然禀赋情景下,各地类变化趋势与现在保持一致;在社会经济快速发展情景下,建设用地面积增加明显,主要由旱地和其他用地转入;在基本农田保护情景下,耕地面积比较稳定,各地类变化趋势较为缓和;在土地利用规划情景下,各地类变化较为合理,兼顾耕地保护和经济发展。研究结果显示,该方法对哈尔滨市双城区土地利用格局变化的驱动机制具有较好的解释作用。     

猪舍场景下的生猪目标跟踪和行为检测方法研究

针对猪舍内光照情况复杂、目标与背景颜色较为接近、相机视角与参数不佳等环境与硬件条件的不足,导致生猪跟踪过程中精度低、稳定性差的问题,充分结合实际场景,提出了一种优化特征提取的压缩感知跟踪算法。优化跟踪窗口为椭圆形,以接近生猪体态;并结合灰度和纹理特征,优化传统压缩感知算法特征提取过程;划分猪舍区域,依据生猪所处位置来判断其当前行为。随机选取猪舍内不同场景、不同光照强度、不同生猪品种的多段视频进行实验,实验结果表明：中心点均方根误差均值为25.44,分别是传统压缩感知算法、模板更新跟踪算法和Camshift跟踪算法的60.32%、33.33%、32.57%;中心点均方根误差方差为70.26,分别是传统压缩感知算法、模板更新跟踪算法和Camshift跟踪算法的7.13%、47.62%、17.16%;跟踪速度达到19.3帧/s。     

RCPs气候情景下三江平原典型流域耕地动态模拟

选取三江平原典型流域挠力河流域为研究区,以1990、2002和2014年3期Landsat影像、DEM数据和社会经济统计资料等多源数据为基本信息源,结合3S技术,运用FLUS模型定量模拟代表性浓度路径情景系列(RCPs)下耕地动态变化特征。结果表明:24 a间挠力河流域的旱地面积变化幅度较小,水田面积持续增加,1990—2002年水田扩张剧烈,2002—2014年扩张速度趋于缓和;3个时点的旱地均沿东北-西南轴方向进行分布,主轴沿顺时针缓慢旋转,空间变化稳定,分布范围逐渐减小。水田沿东北-西南走向分布,1990—2002年其主轴逆时针旋转,后顺时针旋转至45.31°,整体分布较为离散,极化特征不明显;通过对比不同空间分辨率及时间尺度下模拟精度,确定最优模拟空间分辨率为200 m,最优模拟时间点为2038年;MESSAGE气候模式下,未来挠力河流域的旱地面积先减少后增加,水田继续维持扩张态势,2029年后面积将以2%速度逐年下降,其分布将更加聚集,主轴沿顺时针旋转,重心逐渐向东北方向进行偏移;AIM气候模式下,气候波动对水田的影响程度大于旱地,旱地面积持续缓慢增加,水田面积在波动中下降,空间分布的极化特征突出。