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基于概念模型的麦田土壤水分动态模拟研究 总被引：2，自引：1，他引：1
农田土壤水分模拟是农业用水管理的重要依据。以根区土体水量平衡方程为依据,考虑根区下界面水分通量,构建了农田土壤水分变化模拟模型,该模型由作物蒸散量模型、根区下界面水分通量模型以及水量平衡方程等组成。采用山西水利职业技术学院试验基地2007年和2008年2个年度冬小麦试验资料,确定了模型参数。结果表明,土壤储水量模拟计算值与实测值有较好的一致性,其相关系数达到0.9555;F检验结果达到极显著水平,所建立的麦田土壤水分动态模型可用于作物蒸散量、根区下界面水分通量和田间土壤水分的模拟计算;计算精度平均达到3%～11%。表明该模型可较好地描述农田士壤水分转化过程。 相似文献
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河南省冬小麦灌溉需水量及年型特征 总被引：3，自引：1，他引：2
本文以麦田水分平衡为基础,系统分析了冬小麦需水量、生育期降水量和底墒水储藏量3个分量的变化及其对冬小麦灌溉需水量的影响.不同气候年型冬小麦生育期降水量和前一年夏季降水量对冬小麦灌溉需水量有很大的影响.分析结果表明,河南省冬小麦灌溉需水量等值线基本上呈纬向分布,自南向北逐渐增大.正常年零值线大体位于卢氏、嵩县、许昌、鄢陵、柘城至永城一线.在此线以北必须进行灌溉,其灌溉量愈向北愈大,从50-100 mm到 100-200 mm;零值线以南,不需要灌溉.丰水年零值线大约向北移动0.5～0.8个纬距,全省灌溉面积和灌溉量明显减小,零值线以北灌溉量约为50-150 mm;歉水年零值线南移,与正常年相比,大约向南移动1.0～1.5个纬距,灌溉面积和灌溉量明显增大,自零值线向北,灌溉量分别为50-100、100-200 和200 mm以上. 相似文献
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Assessing the spatial impact of climate on wheat productivity and the potential value of climate forecasts at a regional level 总被引：1，自引：0，他引：1
Quantification of the spatial impact of climate on crop productivity and the potential value of seasonal climate forecasts can effectively assist the strategic planning of crop layout and help to understand to what extent climate risk can be managed through responsive management strategies at a regional level. A simulation study was carried out to assess the climate impact on the performance of a dryland wheat-fallow system and the potential value of seasonal climate forecasts in nitrogen management in the Murray-Darling Basin (MDB) of Australia. Daily climate data (1889–2002) from 57 stations were used with the agricultural systems simulator (APSIM) to simulate wheat productivity and nitrogen requirement as affected by climate. On a good soil, simulated grain yield ranged from <2 t/ha in west inland to >7 t/ha in the east border regions. Optimal nitrogen rates ranged from <60 kgN/ha/yr to >200 kgN/ha/yr. Simulated gross margin was in the range of –$20/ha to $700/ha, increasing eastwards. Wheat yield was closely related to rainfall in the growing season and the stored soil moisture at sowing time. The impact of stored soil moisture increased from southwest to northeast. Simulated annual deep drainage ranged from zero in western inland to >200 mm in the east. Nitrogen management, optimised based on ‘perfect’ knowledge of daily weather in the coming season, could add value of $26～$79/ha compared to management optimised based on historical climate, with the maximum occurring in central to western part of MDB. It would also reduce the nitrogen application by 5～25 kgN/ha in the main cropping areas. Comparison of simulation results with the current land use mapping in MDB revealed that the western boundary of the current cropping zone approximated the isolines of 160 mm of growing season rainfall, 2.5t/ha of wheat grain yield, and $150/ha of gross margin in QLD and NSW. In VIC and SA, the 160-mm isohyets corresponded relatively lower simulated yield due to less stored soil water. Impacts of other factors like soil types were also discussed. 相似文献
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Impacts of extreme weather on wheat and maize in France: evaluating regional crop simulations against observed data 总被引：2，自引：0，他引：2
Marijn van der Velde Francesco N. Tubiello Anton Vrieling Fay?al Bouraoui 《Climatic change》2012,113(3-4):751-765
Extreme weather conditions can strongly affect agricultural production, with negative impacts that can at times be detected at regional scales. In France, crop yields were greatly influenced by drought and heat stress in 2003 and by extremely wet conditions in 2007. Reported regional maize and wheat yields where historically low in 2003; in 2007 wheat yields were lower and maize yields higher than long-term averages. An analysis with a spatial version (10?×?10?km) of the EPIC crop model was tested with regards to regional crop yield anomalies of wheat and maize resulting from extreme weather events in France in 2003 and 2007, by comparing simulated results against reported regional crops statistics, as well as using remotely sensed soil moisture data. Causal relations between soil moisture and crop yields were specifically analyzed. Remotely sensed (AMSR-E) JJA soil moisture correlated significantly with reported regional crop yield for 2002–2007. The spatial correlation between JJA soil moisture and wheat yield anomalies was positive in dry 2003 and negative in wet 2007. Biweekly soil moisture data correlated positively with wheat yield anomalies from the first half of June until the second half of July in 2003. In 2007, the relation was negative the first half of June until the second half of August. EPIC reproduced observed soil dynamics well, and it reproduced the negative wheat and maize yield anomalies of the 2003 heat wave and drought, as well as the positive maize yield anomalies in wet 2007. However, it did not reproduce the negative wheat yield anomalies due to excessive rains and wetness in 2007. Results indicated that EPIC, in line with other crop models widely used at regional level in climate change studies, is capable of capturing the negative impacts of droughts on crop yields, while it fails to reproduce negative impacts of heavy rain and excessively wet conditions on wheat yield, due to poor representations of critical factors affecting plant growth and management. Given that extreme weather events are expected to increase in frequency and perhaps severity in coming decades, improved model representation of crop damage due to extreme events is warranted in order to better quantify future climate change impacts and inform appropriate adaptation responses. 相似文献
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西峰市冬小麦耗水规律及其对产量的影响 总被引：2，自引：0，他引：2
利用甘肃省西峰市的气象、土壤湿度、作物发育期和产量资料,通过水量平衡方程计算冬小麦在各生育阶段的耗水量,揭示了该地区冬小麦的耗水规律、土壤湿度变化规律和水发亏缺状况。通过回归模拟建立产量－耗水量模型,确定影响产量的水分关键期。 相似文献
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华北平原降水量对冬小麦产量的影响 总被引：4，自引：1，他引：4
本文根据华北平原1955—1957年11个地点的冬小麦产量和降水量資料,利用R.A.Fisher等人提出的正交多項式方法,計算了华北平原降水量对冬小麦产量的效果,得到三点初步結果:①生长期降水总量与多小麦产量之間存在高度相关,②在生长期中的任何时間,“附加”降水都使产量增加,;③“附加”降水所产生的最大的良好效果出現在越冬始期和开花期附近,此时每1毫米“附加”降水可以使产量增加約为0.4—0.45斤/亩。 相似文献
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试验在中国气象局固城农业气象试验基地人工控制农田水分试验场进行。在底墒充足的条件下采用三种水分处理:I1拔节期一次性供水75 mm; I2返青期供水37.5 mm, 拔节期供水37.5 mm; ICK生长季内无水分供应。生育期内遮去自然降水。试验结果表明, I1处理由于有充足的底墒配合有限水分胁迫, 有助于减少冬小麦表土层 (0~30 cm) 的根生物量, 增加根系干物质向土壤深层分配, 挖掘深层土壤水分, 提高了土壤水供应量和有效底墒供水率.另外, I1处理增加了需水关键期的有效蒸腾耗水比例, 提高了水分利用效率.虽然由于前期的水分胁迫降低了I1处理总穗数, 但由于增加了籽粒数和籽粒重, 产量反而有所增加。 相似文献
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气候变化对江苏省小麦生产的可能影响 总被引：6，自引：1，他引：5
根据国内外研究结果综合分析,得到ＣＯ２倍增时江苏省温度、降水的变化值,初步确定了ＣＯ２倍增时江苏省小麦生长季内的可能气候情景。分析未来ＣＯ２倍增时对小麦作物的直接影响、间接影响及紫外辐射影响。具体估算了温度升高、降水增加、ＣＯ２浓度上升、紫外辐射增强后江苏省小麦生育期不变和生育期缩短两种情景下的气候生产潜力,并由此分析了气候变暖对江苏省不同地区的利弊影响。结果表明：江北大部分地区小麦产量有所增加, 相似文献
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This paper examines the effects of climatic and non-climatic factors on the mean and variance of corn, soybean and winter wheat yield in southwestern Ontario, Canada over a period of 26 years. Average crop yields increase at a decreasing rate with the quantity of inputs used, and decrease with the area planted to the crop. Climate variables have a major impact on mean yield with the length of the growing season being the primary determinant across all three crops. Increases in the variability of temperature and precipitation decrease mean yield and increase its variance. Yield variance is poorly explained by both seasonal and monthly climate variable models. Projections of future climate change suggest that average crop yield will increase with warmer temperatures and a longer growing season which is only partially offset by forecast increases in the variability of temperature and rainfall. The projections would also depend on future technological developments, which have generated significant increases in yield over time despite changing annual weather conditions. 相似文献
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北方农牧交错带是气候变化的敏感地带,研究气候变化对农业生产的影响规律与农业生产的响应特征,对促进北方农牧交错带的农业可持续发展具有重要意义。以北方农牧交错带代表性站点--武川县为例,基于1960-2009年气象观测数据和1992-2010年春小麦农业气象观测数据,研究了气候变化与春小麦生育期变化之间的相互关系。结果表明,武川县1960-2009年年平均气温每10年升高0.43℃,春季稳定通过0℃的初日每10年提前0.98 d,当地满足春小麦播种温度的日期有提前的趋势,秋季稳定通过0℃的终日每10年推迟0.24 d,生长季具有延长趋势;1992-2010年作物生长季（4-8月）0～10 cm、10～20 cm土壤相对湿度有明显下降趋势,平均每10年分别下降18%和13%;播种期与0～10 cm和10～20 cm土壤相对湿度呈现显著负相关关系,表现为土壤相对湿度每降低1%,播种期分别推迟0.2 d和0.3 d;各生育期与播种期一样,受温度与水分综合作用的影响,不同生育期与二者之间关系不同,各生育期之间持续日数与二者呈正相关关系。研究得出,春小麦生育期的变化是各气侯因素综合作用的结果,在北方农牧交错带,水分对农作物生长发育具有较大影响,直接影响着春小麦的各个生育过程。 相似文献
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作物系数曲线是估算作物生长季耗水量变化的重要参数。基于2013年4—9月内蒙古巴彦淖尔市临河区田间水分试验和1994—2013年气象站观测资料,利用水量平衡法反求春玉米作物系数,分析生长季内的变化规律, 建立动态模拟方程,并与联合国粮农组织 (FAO) 分段直线法结果进行比较, 提出胁迫条件下作物系数的叶面积修正方法。结果表明:玉米作物系数随发育进程可用三项式曲线描述,变化趋势与产量水平无关, 但随产量增高而变幅增大;以出苗后相对积温为时间变量建立模拟方程效果较好,决定系数 (R2) 均在0.92以上;模拟计算出各站点最大 (1.30~1.48) 和平均 (0.831~0.919) 作物系数,与FAO分段直线法计算的典型值和区间值基本一致,生长中期平均相对误差为3.4%~7.2%;提出利用相对叶面积指数修正作物系数的计算方法;通过2014年实例检验,土壤水分模拟值与实测值的平均相对误差为6.3%,相对误差小于15%的占95.8%。 相似文献
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Yanmin Yang De Li Liu Muhuddin Rajin Anwar Heping Zuo Yonghui Yang 《Theoretical and Applied Climatology》2014,115(3-4):391-410
Conceptions encompassing climate change are irreversible rise of atmospheric carbon dioxide (CO2) concentration, increased temperature, and changes in rainfall both in spatial- and temporal-scales worldwide. This will have a major impact on wheat production, particularly if crops are frequently exposed to a sequence, frequency, and intensity of specific weather events like high temperature during growth period. However, the process of wheat response to climate change is complex and compounded by interactions among atmospheric CO2 concentration, climate variables, soil, nutrition, and agronomic management. In this study, we use the Agricultural Production Systems sIMulator (APSIM)-wheat model, driven by statistically downscaled climate projections of 18 global circulation models (GCMs) under the 2007 Intergovernmental Panel on Climate Change (IPCC) Special Report on Emission Scenarios (SRES) A2 CO2 emission scenario to examine impact on future wheat yields across key wheat growing regions considering different soil types in New South Wales (NSW) of Australia. The response of wheat yield, yield components, and phenology vary across sites and soil types, but yield is closely related to plant available water capacity (PAWC). Results show a decreasing yield trend during the period of 2021–2040 compared to the baseline period of 1961–1990. Across different wheat-growing regions in NSW, grain yield difference in the future period (2021–2040) over the baseline (1961–1990) varies from +3.4 to ?14.7 %, and in most sites, grain number is decreased, while grain size is increased in future climate. Reduction of wheat yield is mainly due to shorter growth duration, where average flowering and maturing time are advanced by an average of 11 and 12 days, respectively. In general, larger negative impacts of climate change are exhibited in those sites with higher PAWC. Current wheat cultivars with shorter growing season properties are viable in the future climate, but breading for early sowing wheat varieties with longer growing duration will be a desirable adaptation strategy for mitigating the impact of changing climate on wheat yield. 相似文献
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Future climate projections and impact analyses are pivotal to evaluate the potential change in crop yield under climate change. Impact assessment of climate change is also essential to prepare and implement adaptation measures for farmers and policymakers. However, there are uncertainties associated with climate change impact assessment when combining crop models and climate models under different emission scenarios. This study quantifies the various sources of uncertainty associated with future climate change effects on wheat productivity at six representative sites covering dry and wet environments in Australia based on 12 soil types and 12 nitrogen application rates using one crop model driven by 28 global climate models (GCMs) under two representative concentration pathways (RCPs) at near future period 2021–2060 and far future period 2061–2100. We used the analysis of variance (ANOVA) to quantify the sources of uncertainty in wheat yield change. Our results indicated that GCM uncertainty largely dominated over RCPs, nitrogen rates, and soils for the projections of wheat yield at drier locations. However, at wetter sites, the largest share of uncertainty was nitrogen, followed by GCMs, soils, and RCPs. In addition, the soil types at two northern sites in the study area had greater effects on yield change uncertainty probably due to the interaction effect of seasonal rainfall and soil water storage capacity. We concluded that the relative contributions of different uncertainty sources are dependent on climatic location. Understanding the share of uncertainty in climate impact assessment is important for model choice and will provide a basis for producing more reliable impact assessment. 相似文献
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Three-year Variations of Water, Energy and CO$_2$ Fluxes of Cropland and Degraded Grassland Surfaces in a Semi-arid Area of Northeastern China 总被引：1，自引：0，他引：1
Based on 3 years （2003-05） of the eddy covariance （EC） observations on degraded grassland and cropland surfaces in a semi-arid area of Tongyu （44°25′N, 122°52′E, 184 m a.s.1.）, Northeast China, seasonal and annual variations of water, energy and CO2 fluxes have been investigated. The soil moisture in the thin soil layer （at 0.05, 0.10 and 0.20 m） clearly indicates the pronounced annual wet-dry cycle; the annual cycle is divided into the wet （growing season） and dry seasons （non-growing season）. During the growing season （from May to September）, the sensible and latent heat fluxes showed a linear dependence on the global solar radiation. However, in the non-growing season, the latent heat flux was always less than 50 W m^-2, while the available energy was dissipated as sensible, rather than latent heat flux. During the growing season in 2003-05, the daily average sensible and latent heat fluxes were larger on the cropland surface than on the degraded grassland surface. The cropland ecosystem absorbed more CO2 than the degraded grassland ecosystem in the growing season in 2003-05. The total evapotranspiration on the cropland was more than the total precipitation, while the total evapotranspiration on the degraded grassland was almost the same as the total annual precipitation in the growing season. The soil moisture had a good correlation with the rainfall in the growing season. Precipitation in the growing season is an important factor on the water and carbon budget in the semi-arid area. 相似文献
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1997年 9月至 1 999年 6月在中国气象局固城农业气象试验基地人工控制农田水分试验场进行了冬小麦不同底墒处理的试验 ,结果表明 :底墒显著影响冬小麦的生长发育和产量 ,对冬小麦总生物量、地上和地下生物量的影响在小麦生长后期比前期明显 ;底墒与植株高度、叶面积系数有良好的二次曲线关系 ;底墒显著影响产量构成因素 ,其与籽粒重有相当好的二次曲线关系 ,并据此确定了冬小麦播种时不同深度土层的最佳底墒 :0～ 1 m为 88% ,0～ 2 m为82 % . 相似文献
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Pre-season prediction of regional rainfed wheat yield in Northern Greece with CERES-Wheat 总被引：1，自引：0，他引：1
T. Mavromatis 《Theoretical and Applied Climatology》2014,117(3-4):653-665
The present study aims at forecasting hard wheat (Triticum turgidum L. var. durum) yield in northern Greece, a season prior to harvest. It is based on (a) crop simulated, with CERES-Wheat indicators at four planting dates and (b) reported crop yields at two regional levels (three NUTS2 [Nomenclature of Units for Territorial Statistics] and 16 NUTS3 regions), for the years 1979–2006. Principal component analysis (PCA) was applied to explore major patterns of joint variability in 20 crop simulated agroclimatic indicators of the growing season before harvest. Stepwise regression and hindcast were employed for the selection of the modes identified by PCA as predictors in multivariate linear regression models used for forecasting yield a season ahead of harvest. Forecasting skill varied to a large extent by spatial scale and planting date. When the simulation results aggregated to the larger spatial level (NUTS2), the yield forecasting skill, in terms of R2, was rated as high (ranging from 0.48 to 0.73) in three out of four planting dates for Central Macedonia and in one planting (R 2?=?0.57) for Thrace. Harvest index, nitrogen leaching and related soil water crop simulated output of the previous season, were the most important predictors. No forecasting skill was found in the third NUTS2 region. The performance of the regression models substantially deteriorated at the higher resolution spatial level (NUTS3). In four regions only (including the one where CERES-Wheat was calibrated) yield forecasting skill was moderate (R 2?>?0.25). The results demonstrate the potential of this approach for regional crop yield forecasting before the beginning of the cropping season. However, crop model calibration is required before its application. 相似文献
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The water deficits in different development stages and the whole growing season of winterwheat in North China under climate change scenarios are analyzed based on the meteorological da-ta,crop phenomenon and soil hydrological data of 30 weather stations.The results show that ifthe temperature rises,the potential evapotranspiration and crop maximum transpiration will in-crease 8%-10%;the actual evapotranspiration in whole growing season will increase about 1%-2%;and it seems to decrease in spring.Therefore the water deficit status would deteriorate.Theamount of water deficit in whole growing season would increase 14%-30%,and the water deficitisolines might shift southward with maximum shift distance being 190 km.As a result the climaticsuitability of winter wheat would change,and the variation rate of yield reduction will be 8%-20% of the present value which results in the declining output values.The irrigation amountwould increase 25%-33%,and the agriculture cost might increase owing to additional irrigation. 相似文献