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1.
用气象卫星资料估算吉林省主要农作物产量 总被引：1，自引：0，他引：1
净第一性生产力（Npp）分析是全球变化研究中广为利用的方法,利用气象卫星资料获得年际植被指数（Iv）估算Npp建立不同作物的Npp与其产量的关系模型,即可实现对粮食总产和不同作物产量的估算。文中介绍了应用净第一性生产力遥感（NPP—RS）模型对吉林省粮食总产和主要作物产量进行估算的方法。采用NPP—RS模型,对1995～2000年吉林省的粮食总产及主要农作物玉米、水稻产量进行了动态估算。对粮食总产估产的平均相对误差为13．6％,玉米的平均相对误差为17．6％,水稻的平均相对误差为6．7％。要提高用此方法进行遥感估产的精度,还需要对当年的种植制度、种植结构的变化有所了解,注意当年的灾情,增加灾害影响系数。 相似文献
2.
湖北省粮食总产预测预报初探 总被引：1，自引：0，他引：1
1 前言 湖北省政府及其有关职能部门除需要提前了解当年全省各主要作物产量之外,更关心全年粮食总产的丰歉。因此气象部门开展全年粮食总产预测预报业务与服务具有一定的现实意义,也是气象科技人员多年开展单项作物产量预报业务的一个升华。湖北省地理位置特殊,气候复杂多变,影响粮食作物总产的气象要素多样,再加上境内粮食作物品种较多、分布较广,一旦气候波动或异常,就会引起粮食总产不稳。因此,开展全省全年粮食作物总产预测预报业务与服务有利于政府部门合理制定农业经济计划和进行宏观经济决策。 相似文献
3.
利用2000—2015年MOD17A3数据和气象站点资料,分析呼伦贝尔市NPP的时空变化特征及其对气候变化的响应情况。研究表明,呼伦贝尔市平均植被NPP为261.02 gC/(m~2·a),总体呈自西向东依次递增的分布格局。NPP的年际变化呈波动增长趋势,平均变化率为5.51gC/(m~2·a),线性增长达到显著的区域主要位于呼伦贝尔草原、大兴安岭南部林地和大兴安岭与松嫩平原过渡的耕地。16个气象站周边的NPP与各站年降水量均呈正相关,且除莫力达瓦达斡尔族自治旗(简称莫旗)外均通过了0.01水平的显著性检验,NPP与年平均气温均呈负相关,但除海拉尔区外均未通过显著性检验,NPP与日照时数正、负相关的台站同时存在。由此可知,降水是影响呼伦贝尔市NPP变化的主要因素。 相似文献
4.
CMIP5模式对未来升温情景下全球陆地生态系统净初级生产力变化的预估 总被引：1，自引：0，他引：1
针对《巴黎协定》提出的温控目标,利用耦合模式比较计划第五阶段（CMIP5）模式在RCP2.6、RCP4.5和RCP8.5情景下的模拟结果,初步分析了全球升温情景下陆地生态系统净初级生产力（NPP）相对于参考时段（1986—2005年）的变化,重点分析了1.5℃和2℃升温时NPP相对于参考时段的变化量,并探讨了大气CO2浓度、气温、降水和辐射的变化及其对NPP变化的影响。CMIP5基于各典型浓度路径模拟的全球陆地生态系统NPP均呈增加趋势,且NPP增加量与升温幅度成正比。在相同的升温幅度下,基于各典型浓度路径模拟的各环境因子和NPP的变化量较为一致。陆地生态系统NPP总量增加主要由大气CO2浓度上升驱动,其他环境因子的影响相对较弱。中国东南部、非洲中部、美国东南部和亚马孙雨林西部地区NPP增加最明显。NPP变化量的空间格局主要由大气CO2浓度增加和升温控制,降水和辐射的影响相对较小。具体而言,大气CO2浓度上升对中低纬度的NPP变化贡献最大,对北方高纬度地区NPP变化贡献较小。温度上升有利于促进北方高纬度地区和青藏高原地区NPP,但对中低纬度地区的NPP有较强的抑制作用。鉴于既有典型浓度路径和地球系统模型的限制,本文对未来升温情景下陆地生态系统NPP的预估仍存在较大的不确定性,需要在未来的研究中进一步改进。 相似文献
5.
基于MODIS的森林植被净初级生产力(NPP)数据,辅以气候和土地利用数据,利用GIS和统计分析方法,探讨了2005—2015年广东省森林植被NPP的时空特征。结果表明:1)时间趋势上,2005—2015年广东省森林植被年NPP均值以及年NPP总量总体上均呈现波动上升的趋势。2)空间分布上,2005—2015年广东省森林植被NPP存在空间异质性。年NPP均值最大值为潮州市,最低的地区是中山市和湛江市。3)空间趋势上,广东省森林植被NPP有15.93%为无显著变化区域,显著上升和显著下降区域分别为63.45%和20.62%;2005—2015年广东省森林植被NPP呈显著下降的区域主要分布广东省北部地区的清远市、韶关市、河源市、梅州市以及零星分布在南部的湛江市,NPP呈显著上升的区域主要分布在广东省的中南部地区茂名市、阳江市、云浮市等。4)气温和降水对森林植被NPP均值的影响呈现明显的空间分异特征。 相似文献
6.
选取重庆34个测站1959—2001年共43年逐月平均气温和降水量资料, 利用Thornth-waite Memoriae模型, 即根据植物生物产量与年平均气温、年降水量之间的关系用实际蒸散量估算NPP (净第一性生产力), 采用EOF及MHF小波等方法分析重庆地区年平均气温、降水量及NPP的时空变化特征及相互关系, 最后采用Thornth-waite Memoriae模型分析气温、降水变化对NPP的影响, 并结合未来气候预测结果对NPP的变化进行了预估。结果表明:重庆区域的年平均气温、年总降水量及NPP空间变化均比较有规律, 在整个时间域内, 气温呈下降趋势, 而降水变化趋势不明显, NPP略有下降, 但它们都具有明显的阶段性变化特征, NPP与降水的变化趋势比较一致; 在不同时间尺度上, NPP的变化趋势与降水接近, 在10年时间尺度以下时, 它与气温变化关系不明显, NPP与降水的年际振动特征明显, 而气温的年代际振动特征较显著; 重庆地区“暖湿型”气候对NPP增加最有利, 而“冷干型”气候对NPP增加最不利, 未来50年内重庆地区气温及降水变化趋势将有利于NPP的增加, 2030年前后可能达到最大值。 相似文献
7.
江苏省植被净初级生产力时空分布格局研究 总被引：1，自引：0，他引：1
基于MODIS植被净初级生产力(NPP)数据产品,利用ArcGIS地理信息系统软件和ENVI遥感软件空间分析工具,分析了2000—2006年间江苏省 NPP的时空分布.研究结果表明:江苏省NPP值空间分布由东南部向西北部递减,在时间变化上,研究时段内2004年NPP值相对较高,2003年相对较低;通过对各个地级市及距海岸不同距离的NPP值分析,发现随着距离海岸线的距离不断加大,NPP值先增加后降低.最后对江苏省NPP时空分布影响因素做了简要分析. 相似文献
8.
《气象科学进展》2018,(5)
基于MODIS数据和光能利用率模型估算的植被净初级生产力(NPP)数据,辅以气候和土地利用数据,利用趋势分析、GIS分析和统计分析方法,探讨了2000—2015年荆州农田NPP的时空特征。结果表明:1)2000—2015年荆州农田年NPP均值略有下降趋势,但整体上趋于平稳。年NPP总量呈增加趋势,2000—2005年呈增加趋势,2005—2009年呈波动性下降趋势,2009—2016年呈增加趋势。2)空间分布上,2000—2015年荆州市农田NPP存在时空异质性,NPP年均最大值为江陵县,最低的地区是沙市区和洪湖市。3)荆州农田NPP有64.32%为无显著变化,显著上升和显著下降区域分别为3.82%和31.86%。农田NPP呈显著上升的区域主要分布在江陵县、沙市区、监利县以及零星分布在洪湖市和松滋市,农田NPP呈显著下降的区域主要分布在荆州市西南部的松滋市、公安县和石首市,东北部的洪湖市,以及西北部的荆州区。 相似文献
9.
利用改进CASA模型计算了三江源地区植被净初级生产力(NPP).NPP值在区域上呈现由东南向西北递减的趋势,黄河源区东南部地区的植被NPP值较高,而长江源西北部的植被生长稀疏;2004—2008年三江源区NPP值呈略下降趋势,2006年该区植被的NPP年总量最大为62.93 Tg·a-1,2005年NPP总量最小为60.9 Tg·a-1;从季节分布来看,NPP值从5月开始增加,到7月达到最大,随后又逐渐降低.三江源地区草甸植被NPP值最大为188.95 g·m-2·a-1;高寒草原为129.41 g·m-2·a-1.其中,草原植被受气候年际变化影响相对较大,高寒草原年际变化表现为2004—2006持续上升.NPP的波动主要是由于该地区的温度、年降水量以及年太阳总辐射量等因素的变化造成的.在海拔较高的地区,温度与NPP的呈极显著相关,相关系数为0.8,而降水量与NPP的相关系数为0.7. 相似文献
10.
为了探索基于多源卫星产品组建长时间序列NDVI并开展生态监测与灾害评估的可能性，利用相关系数、均方根误差、标准差和平均偏差等方法，结合泰勒图，对呼伦贝尔地区2012—2021年基于Terra和NPP卫星逐16 d的NDVI产品进行比较。结果表明：NPP/NDVI的多年均值略高于Terra/NDVI，两者在草原植被类型下的一致性最优，其次为耕地，森林植被的一致性较差。在呼伦贝尔非植被生长季，Terra/NDVI与NPP/NDVI的偏差主要集中在森林，且以Terra/NDVI偏高为主。在植被生长季初期2种NDVI产品的偏差呈现零散、随机分布，中期的偏差相对较小，生长季后期则以Terra/NDVI小于NPP/NDVI的负偏差为主。虽然2种卫星产品的总体偏差不大，但在开展NDVI的距平分析或计算VCI等指数时，较小的偏差会被放大。呼伦贝尔草地在考虑两种NDVI产品偏差纠正的前提下基本可替代使用，而耕地、林地植被的协同应用仍需谨慎。 相似文献
11.
Increases in the number of large-scale land transactions (LSLTs), commonly known as ‘land grabbing’ or ‘global land rush,’ have occurred throughout the lower- and middle-income world over the past two decades. Despite substantial and continuing concerns about the negative socio-environmental impacts of LSLTs, trade-off analysis on boosting crop yield and minimizing climate-related effects remains limited. Our study makes use of a global dataset on LSLTs for agricultural production to estimate potential carbon emissions based on different scenarios of land cover change and fertilizer use, as well as potential value of agricultural production on transacted land. We show that, if fully implemented on ∼ 38 M ha of transacted land, 2.51 GtC will be emitted during land conversion, with another 24.2 MtC/year emitted from fertilizer use, assuming farming technology of investors’ origin is adopted on transacted land. Comparison of different combinations of forest protection policies and agricultural intensification levels reveals that enforcing strict deforestation regulation while promoting fertilizer use rate improves the carbon efficiency of agricultural production. Additionally, positive spillovers of investors’ farming technology on existing arable lands of host countries can potentially double their crop yield. Our analyses thus suggest that fostering agricultural intensification and technology spillovers under strict regulation on land allocation to investors to protect forests would allow for boosting agricultural yield while minimizing carbon emissions. 相似文献
12.
Christopher Potter Steven Klooster Seth Hiatt Matthew Fladeland Vanessa Genovese Peggy Gross 《Climatic change》2007,80(3-4):323-336
Afforestation of marginal agricultural lands represents a promising option for carbon sequestration in terrestrial ecosystems.
An ecosystem carbon model was used to generate new national maps of annual net primary production (NPP), one each for continuous
land covers of ‘forest’, ‘crop’, and ‘rangeland’ over the entire U. S. continental area. Direct inputs of satellite “greenness”
data from the Advanced Very High Resolution Radiometer (AVHRR) sensor into the NASA-CASA carbon model at 8-km spatial resolution
were used to estimate spatial variability in monthly NPP and potential biomass accumulation rates in a uniquely detailed manner.
The model predictions of regrowth forest production lead to a conservative national projection of 0.3 Pg C as potential carbon
stored each year on relatively low-production crop or rangeland areas. On a regional level, the top five states for total
crop afforestation potential were: Texas, Minnesota, Iowa, Illinois, and Missouri, whereas the top five states for total rangeland
afforestation potential are: Texas, California, Montana, New Mexico, and Colorado. Afforestation at this level of intensity
has the capacity to offset at least one-fifth of annual fossil fuel emission of carbon in the United States. These projected
afforestation carbon gains also match or exceed recent estimates of the annual sink for atmospheric CO2 in currently forested area of the country. 相似文献
13.
East African food security as influenced by future climate change and land use change at local to regional scales 总被引：3，自引：0，他引：3
Nathan Moore Gopal Alagarswamy Bryan Pijanowski Philip Thornton Brent Lofgren Jennifer Olson Jeffrey Andresen Pius Yanda Jiaguo Qi 《Climatic change》2012,110(3-4):823-844
Climate change impacts food production systems, particularly in locations with large, vulnerable populations. Elevated greenhouse gases (GHG), as well as land cover/land use change (LCLUC), can influence regional climate dynamics. Biophysical factors such as topography, soil type, and seasonal rainfall can strongly affect crop yields. We used a regional climate model derived from the Regional Atmospheric Modeling System (RAMS) to compare the effects of projected future GHG and future LCLUC on spatial variability of crop yields in East Africa. Crop yields were estimated with a process-based simulation model. The results suggest that: (1) GHG-influenced and LCLUC-influenced yield changes are highly heterogeneous across this region; (2) LCLUC effects are significant drivers of yield change; and (3) high spatial variability in yield is indicated for several key agricultural sub-regions of East Africa. Food production risk when considered at the household scale is largely dependent on the occurrence of extremes, so mean yield in some cases may be an incomplete predictor of risk. The broad range of projected crop yields reflects enormous variability in key parameters that underlie regional food security; hence, donor institutions’ strategies and investments might benefit from considering the spatial distribution around mean impacts for a given region. Ultimately, global assessments of food security risk would benefit from including regional and local assessments of climate impacts on food production. This may be less of a consideration in other regions. This study supports the concept that LCLUC is a first-order factor in assessing food production risk. 相似文献
14.
PNNLs Agriculture and Land Use is used to demonstrate the impact of potential changes in climate on agricultural production and land use in the United States. AgLU simulates production of four crop types in several world regions, in 15-yr time steps from 1990 to 2095. Changes in yield of major field crops in the United States, for 12 climate scenarios, are obtained from simulations of the EPIC crop growth model. Results from the HUMUS model are used to constrain crop irrigation, and BIOME3 model is used to simulate productivity of unmanaged ecosystems. Assumptions about changes in agricultural productivity outside the United States are treated on a scenario basis, either responding in the same way as in the United States, or not responding to climate. 相似文献
15.
The interaction between climate and vegetation along four Pole-Equator-Pole （PEP） belts were explored using a global two-way coupled model, AVIM-GOALS, which links the ecophysiological processes at the land surface with the general circulation model （GCM）. The PEP belts are important in linking the climate change with the variation of sea and land, including terrestrial ecosystems. Previous PEP belts studies have mainly focused on the paleoclimate variation and its reconstruction. This study analyzes and discusses the interaction between modern climate and vegetation represented by leaf area index （LAI） and net primary production （NPP）. The results show that the simulated LAI variation, corresponding to the observed LAI variation, agrees with the peak-valley variation of precipitation in these belts. The annual mean NPP simulated by the coupled model is also consistent with PIK NPP data in its overall variation trend along the four belts, which is a good example to promote global ecological studies by coupling the climate and vegetation models. A large discrepancy between the simulated and estimated LAI emerges to the south of 15°N along PEP 3 and to the south of 18°S in PEP 1S, and the discrepancy for the simulated NPP and PIK data in the two regions is relatively smaller in contrast to the LAI difference. Precipitation is a key factor affecting vegetation variation, and the overall trend of LAI and NPP corresponds more obviously to precipitation variation than temperature change along most parts of these PEP belts. 相似文献
16.
Greenhouse gas abatement policies will increase the demand for renewable sources of energy, including bioenergy. In combination
with a global growing demand for food, this could lead to a food-fuel competition for bio-productive land. Proponents of bioenergy
have suggested that energy crop plantations may be established on less productive land as a way of avoiding this potential
food-fuel competition. However, many of these suggestions have been made without any underlying economic analysis. In this
paper, we develop a long-term economic optimization model (LUCEA) of the U.S. agricultural and energy system to analyze this
possible competition for land and to examine the link between carbon prices, the energy system dynamics and the effect of
the land competition on food prices. Our results indicate that bioenergy plantations will be competitive on cropland already
at carbon taxes about US $20/ton C. As the carbon tax increases, food prices more than double compared to the reference scenario
in which there is no climate policy. Further, bioenergy plantations appropriate significant areas of both cropland and grazing
land. In model runs where we have limited the amount of grazing land that can be used for bioenergy to what many analysts
consider the upper limit, most of the bioenergy plantations are established on cropland. Under the assumption that more grazing
land can be used, large areas of bioenergy plantations are established on grazing land, despite the fact that yields are assumed
to be much lower (less than half) than on crop land. It should be noted that this allocation on grazing land takes place as
a result of a competition between food and bioenergy production and not because of lack of it. The estimated increase in food
prices is largely unaffected by how much grazing land can be used for bioenergy production. 相似文献
17.
Net primary production （NPP） of crop represents the capacity of sequestrating atmospheric CO2 in agro-ecosystem, and it plays an important role in terrestrial carbon cycling. By linking the Crop-C model with climate change scenario projected by a coupled GCM FGOALS via geographical information system （GIS） techniques, crop NPP in China was simulated from 2000 to 2050. The national averaged surface air temperature from FGOALS is projected to increase by 1.0℃ over this period and the corresponding atmospheric CO2 concentration is 535 ppm by 2050 under the IPCC A1B scenario. With a spatial resolution of 10 ×10 km^2, model simulation indicated that an annual average increase of 0.6 Tg C yr^-1 （Tg=10^12 g） would be possible under the A1B scenario. The NPP in the late 2040s would increase by 5% （30 Tg C） within the 98×10^6 hm^2 cropland area in contrast with that in the early 2000s. A further investigation suggested that changes in the NPP would not be evenly distributed in China. A higher increase would occur in a majority of regions located in eastern and northwestern China, while a slight reduction would appear in Hebei and Tianjin in northern China. The spatial characteristics of the crop NPP change are attributed primarily to the uneven distribution of temperature change. 相似文献
18.
Future cereal production in China: The interaction of climate change,water availability and socio-economic scenarios 总被引：4，自引：0，他引：4
Xiong Wei Conway Declan Lin Erda Xu Yinlong Ju Hui Jiang Jinhe Holman Ian Li Yan 《Global Environmental Change》2009,19(1):34-44
Food production in China is a fundamental component of the national economy and driver of agricultural policy. Sustaining and increasing output to meet growing demand faces significant challenges including climate change, increasing population, agricultural land loss and competing demands for water. Recent warming in China is projected to accelerate by climate models with associated changes in precipitation and frequency of extreme events. How changes in cereal production and water availability due to climate change will interact with other socio-economic pressures is poorly understood. By linking crop and water simulation models and two scenarios of climate (derived from the Regional Climate Model PRECIS) and socio-economic change (downscaled from IPCC SRES A2 and B2) we demonstrate that by the 2040s the absolute effects of climate change are relatively modest. The interactive effects of other drivers are negative, leading to decreases in total production of ?18% (A2) and ?9% (B2). Outcomes are highly dependent on climate scenario, socio-economic development pathway and the effects of CO2 fertilization on crop yields which may almost totally offset the decreases in production. We find that water availability plays a significant limiting role on future cereal production, due to the combined effects of higher crop water requirements (due to climate change) and increasing demand for non-agricultural use of water (due to socio-economic development). Without adaptation, per capita cereal production falls in all cases, by up to 40% of the current baseline.By simulating the effects of three adaptation scenarios we show that for these future scenarios China is able to maintain per capita cereal production, given reasonable assumptions about policies on land and water management and progress in agricultural technology. Our results are optimistic because PRECIS simulates much wetter conditions than a multi-model average, the CO2 crop yield response function is highly uncertain and the effects of extreme events on crop growth and water availability are likely to be underestimated. 相似文献
19.
中国农业气象业务系统(CAgMSS)是基于C/S架构,研发的面向国家级和省级农业气象服务的业务工作平台,主要包括农业气象监测评价、作物产量预报、灾害监测评估、农用天气预报等子系统,是农业气象业务的基础性软件。系统融合现代信息技术和农业气象业务技术,实现了全部子系统数据管理、模型运算、产品制作等业务流程的一体化。系统采用大型关系型数据库规范了农业气象各类业务数据,基于插件技术集成各项业务功能,实现多元数据、多指标、多模型在农业气象监测、评价、预报等领域的综合应用,提高了农业气象产品的定量化、精细化、客观化水平。系统于2012年投入业务应用,基于该系统制作的农业气象情报、作物产量气象预报、农业气象灾害影响评估、关键农时农事气象保障等服务产品,在指导全国农业生产和防灾减灾中发挥了重要作用,明显提高了农业气象业务能力和业务工作效率。 相似文献
20.
Potential Soil C Sequestration on U.S. Agricultural Soils 总被引：1，自引：0，他引：1
Soil carbon sequestration has been suggested as a means to help mitigate atmospheric CO2 increases, however there is limited knowledge aboutthe magnitude of the mitigation potential. Field studies across the U.S. provide information on soil C stock changes that result from changes in agricultural management. However, data from such studies are not readily extrapolated to changes at a national scale because soils, climate, and management regimes vary locally and regionally. We used a modified version of the Intergovernmental Panel on Climate Change (IPCC) soil organic C inventory method, together with the National Resources Inventory (NRI) and other data, to estimate agricultural soil C sequestration potential in the conterminous U.S. The IPCC method estimates soil C stock changes associated with changes in land use and/or land management practices. In the U.S., the NRI provides a detailed record of land use and management activities on agricultural land that can be used to implement the IPCC method. We analyzed potential soil C storage from increased adoption of no-till, decreased fallow operations, conversion of highly erodible land to grassland, and increased use of cover crops in annual cropping systems. The results represent potentials that do not explicitly consider the economic feasibility of proposed agricultural production changes, but provide an indication of the biophysical potential of soil C sequestration as a guide to policy makers. Our analysis suggests that U.S. cropland soils have the potential to increase sequestered soil C by an additional 60–70 Tg (1012g) C yr– 1, over present rates of 17 Tg C yr–1(estimated using the IPCC method), with widespread adoption of soil C sequestering management practices. Adoption of no-till on all currently annually cropped area (129Mha) would increase soil C sequestration by 47 Tg C yr–1. Alternatively, use of no-till on 50% of annual cropland, with reduced tillage practices on the other 50%, would sequester less – about37 Tg C yr–1. Elimination of summer fallow practices and conversionof highly erodible cropland to perennial grass cover could sequester around 20 and 28Tg C yr–1, respectively. The soil C sequestration potentialfrom including a winter cover crop on annual cropping systems was estimated at 40Tg C yr–1. All rates were estimated for a fifteen-yearprojection period, and annual rates of soil C accumulations would be expected to decrease substantially over longer time periods. The total sequestration potential we have estimated for the projection period (83 Tg C yr–1) represents about 5% of 1999total U.S. CO2 emissions or nearly double estimated CO2 emissionsfrom agricultural production (43 Tg C yr–1). For purposes ofstabilizing or reducing CO2 emissions, e.g., by 7% of 1990 levels asoriginally called for in the Kyoto Protocol, total potential soil C sequestration would represent 15% of that reduction level from projected 2008 emissions(2008 total greenhouse gas emissions less 93% of 1990 greenhouse gasemissions). Thus, our analysis suggests that agricultural soil C sequestration could play a meaningful, but not predominant, role in helping mitigate greenhouse gas increases. 相似文献