A CRPS-Based Spatial Technique for the Verification of Ensemble Precipitation Forecasts     

赵滨  张博  李子良 《热带气象学报(英文版)》2021,27(1):24-33

Traditional precipitation skill scores are affected by the well-known“double penalty”problem caused by the slight spatial or temporal mismatches between forecasts and observations. The fuzzy (neighborhood) method has been proposed for deterministic simulations and shown some ability to solve this problem. The increasing resolution of ensemble forecasts of precipitation means that they now have similar problems as deterministic forecasts. We developed an ensemble precipitation verification skill score, i.e., the Spatial Continuous Ranked Probability Score (SCRPS), and used it to extend spatial verification from deterministic into ensemble forecasts. The SCRPS is a spatial technique based on the Continuous Ranked Probability Score (CRPS) and the fuzzy method. A fast binomial random variation generator was used to obtain random indexes based on the climatological mean observed frequency, which were then used in the reference score to calculate the skill score of the SCRPS. The verification results obtained using daily forecast products from the ECMWF ensemble forecasts and quantitative precipitation estimation products from the OPERA datasets during June-August 2018 shows that the spatial score is not affected by the number of ensemble forecast members and that a consistent assessment can be obtained. The score can reflect the performance of ensemble forecasts in modeling precipitation and thus can be widely used.  相似文献   

辽河流域气候变化及对径流影响预估与评估分析     

孙凤华  刘鸣彦  翟晴飞 《气象与环境学报》2022,38(3):156-161

辽河流域属于气候变暖较为显著区域,增温幅度比全球和全国的增温幅度都要高。同时辽河流域也是水资源较为匮乏且需求量大的地区,因此气候变化对水资源影响问题也更值得关注。基于长期历史观测气象水文数据和未来不同情景下气候变化预估资料,建立评估气候变化与径流量的关系,预估未来气候变化对径流量的可能影响,为辽河流域应对气候变化决策提供科学依据。结果表明:1961—2020年,辽河流域气温为持续上升趋势,降水没有明显的增减趋势,但存在阶段性变化;辽河流域降水量与径流量有较好的相关关系,具有较为一致的长期变化趋势与特征,年降水量与径流量相关数达到0.6以上。日降水量与径流量相关分析表明,降水发生后次日且为大雨降水等级(即日降水量≥25 mm)时,两者相关系数可高达0.85;敏感性试验和模式模拟试验表明,径流量对气候变化有明显的响应,降水增加(减少)、气温降低(升高),则径流量增加(减少);在未来RCP8.5排放情景下气温升高趋势最为明显,未来径流量也为显著增加趋势;RCP2.6排放情景下气温增加的幅度最小,未来径流量也表现为无明显增减趋势;RCP4.5情景下,气温增加的幅度居中,未来径流量则为减少趋势。  相似文献   

How is organic farming performing agronomically and economically in sub-Saharan Africa?     

《Global Environmental Change》2021

The potential of organic agriculture and agroecological approaches for improving food security in Africa is a controversial topic in global discussions. While there is a number of meta-analyses on the environmental, agronomic and financial performance of organic farming, most of the underlying data stems from on-station field trials from temperate regions. Data from sub-Sahara Africa in particular, as well as detailed real-farm data is scarce. How organic farming is implemented in sub-Saharan Africa and how it performs in a smallholder context remains poorly understood. We applied a novel observational two-factorial research design, which allowed to evaluate the impacts of i) interventions for introducing organic agriculture and ii) specific organic management practices on 1,645 farms from five case studies in Ghana and Kenya, which we closely monitored for 24 months. Among the farmers who have been exposed to the interventions, we found heterogeneous adoption of organic agriculture principles, depending on the intervention. Furthermore, we found rather passive than active organic management among farmers. Most yields and gross margins under organic management remained at similar levels as the conventional values in four of the case studies. In one case study, however, coffee, maize and macadamia nut yields increased by 127–308% and farm-level gross margins over all analysed crops by 292%. Pooling our data across all case studies, we found significantly higher (+144%) farm-level gross margins on organically managed farms than on conventional farms. This indicates the potential of organic and agroecological approaches if implemented well. Based on our observations, we argue for improving the implementation of organic agriculture projects in settings with smallholder farmers. Limited capacities, lack of appropriate inputs and market access are major agronomic and institutional challenges to be addressed. Furthermore, we argue for supporting a differentiated debate about which types of organic farming are really desirable by classifying approaches to organic farming according to i) their intention to work organically and ii) the degree of following the organic principles. This will support the design and implementation of targeted policy interventions for stimulating sustainability of farming systems and rural development.  相似文献   

新疆天山山区干旱灾害综合风险评估与区划     

吴秀兰  张婧莉  余行杰  玛依拉&#  买买提艾力 《气象与环境学报》2022,38(4):161-167

以自然灾害风险四因子理论为基础,综合考虑研究区自然及社会经济情况,建立适合天山山区干旱灾害风险概念框架和指标体系,结合GIS技术进行了该地区干旱灾害风险评估与区划。结果表明：致灾因子危险性较高的区域是伊犁河谷及天山北坡一带,东疆地区和南疆西部危险性较低;承灾体脆弱性较高的区域为伊犁河谷和博州地区,吐鲁番、哈密及克州属于低脆弱区;孕灾环境敏感性较高地区主要分布在天山北坡的精河至吐鲁番一线、阿克苏地区西部、巴州北部等地,伊犁河谷、巴州北部、哈密市北部、南疆西部山区属低敏感区;防灾减灾能力整体表现为中东部高于西部区域;新疆天山山区干旱综合风险整体呈现出中部高、两端低的趋势,即中部的天山南北两侧干旱风险高于南疆西部和东疆地区。构建的评估模型总体反映了研究区旱灾综合风险水平,可为新疆天山草原灾害风险管理、应对气候变化、抗旱减灾行动提供参考。  相似文献   

2013—2019年宁波市高温热浪对中暑的滞后影响     

鹿文涵  谷少华  孙仕强  张程明  朱宪春 《气象与环境学报》2022,38(1):106-112

高温热浪日趋严重,给居民身体健康带来了重大的威胁。采用2013-2019年6-9月逐日气象观测数据及同期中暑病例数据为基础资料,重点利用分布滞后非线性模型（DLNM）定量分析了宁波市高温热浪对中暑的滞后影响。结果表明：高温热浪（不分等级）引起中暑的单日相对危险度RR值（95%CI）在发生当天达到最大值;累计RR值（95% CI）在滞后0-4 d达到最大值;不同等级高温热浪（一般高温热浪、危害高温热浪和强危害高温热浪）引起中暑的最大单日RR值（95% CI）均出现在发生当天,最大累计RR值（95% CI）都发生在滞后0-3 d;高温热浪引起中暑的单日及累计RR值（95% CI）低龄组（< 65岁）明显小于高龄组（≥ 65岁）,随着高温热浪等级的增加,引起中暑的单日及累计RR值（95% CI）逐渐增高。  相似文献   

国内设施种植气象灾害研究进展          下载免费PDF全文

魏瑞江  王鑫 《山东气象》2021,41(4):73-81

设施种植的主要气象灾害有低温（冷冻害）、寡照、风灾、雪灾及其复合灾害等,从国内设施种植气象灾害指标、灾害监测预警、灾害风险及灾害影响等方面对前人研究成果和进展进行归纳总结。灾害指标的研究所采用的方法主要是人工控制试验或对历年实际发生的灾害样本进行分析总结;灾害监测预警方法一般是用设施内小气候或设施外气象条件作为灾害指标,将灾害指标植入计算机系统,对灾害进行监测预警;风险评估多是从灾害的危险性角度去研究,确定灾害的风险概率、风险指数等;灾害影响的研究多集中在对作物生理生态反应等方面。同时从设施种植气象灾害研究存在的薄弱环节出发,提出设施种植气象灾害指标、灾害监测预警评估方法及灾害的影响等方面仍是今后一段时间研究的重点和热点。  相似文献   

Invisible face of COVID-19 pandemic on the freshwater environment: An impact assessment on the sediment quality of a cross boundary river basin in Turkey     

Cem Tokatlı 《国际泥沙研究》2022,37(2):139-150

In the current research,the impact of the COVID-19 lockdown period on sediment quality of the MericErgene River Basin was evaluated by determining the potentially toxic elements（PTEs） in sediment samples collected from 25 sampling points in the basin.Also some important ecological indicators including potential ecological risk index（PERI）,contamination factor（CF）,pollution load index（PLI）,biological risk index（BRI）,and geo-accumulation index(I_geo) and some important statistical indica...  相似文献   

赣南北部黄陂河流域离子型稀土矿地区水质与健康风险评价   总被引：1，自引：0，他引：1  

刘斯文  黄园英  赵文博  魏吉鑫  徐春丽  马嘉宝  刘久臣  黄采文 《岩矿测试》2022,(3):488-498

水质安全和健康是保障中国赣南老区乡村振兴发展的重要因素。赣南离子型稀土矿长期开发利用,导致浸矿剂和矿体中重金属元素等危害人体健康的物质进入水循环系统,给周边乡村饮用水卫生安全带来了潜在风险。目前,针对当地复垦后稀土矿及周边地区水质和健康风险缺乏系统调查评价,本文以《生活饮用水卫生标准》(GB 5749—2006)为评价依据,选择赣南北部黄陂河流域典型离子型稀土矿及周边的水体开展调查研究,采用电感耦合等离子体发射光谱/质谱等技术测定锰、镉等元素含量,采用水质指数(WQI)、危害商(HQ)、致癌风险(CR)评价了锰和铅等9种指标及其健康风险。结果表明：地表水中的异常指标有氨氮(平均值750μg/L)、锰(平均值207μg/L),地下水中的异常指标有氨氮(平均值4533μg/L)、锰(平均值4009μg/L);世界卫生组织(WHO)公布的Ⅰ类致癌物砷在地表水及地下水均未见异常。WQI显示研究区内85.7%的地表水适宜饮用。地表水及地下水中氨氮的HQ平均值<1,对人类健康没有不良影响;地下水中锰的HQ平均值>1,可能会对人类健康产生不良影响。地表水及地下水中致癌元素砷的CR值分布区...  相似文献   

地震损失的空间相关性及其对震害损失估计的影响          下载免费PDF全文

周阳  王自法    石磊  仝文博 《世界地震工程》2022,38(2):151-159

在地震危险性分析或者地震损失分布评估中,需要考虑地震损失的空间相关性的影响。目前对地震损失空间相关性的研究,主要是基于经验或半经验的方法,没有经过实际地震损失分布的验证。本文基于2011年东日本大地震收集到的55万条建筑物破坏的详细数据得出了基于实际震害的地震损失随距离关系变化的空间相关性衰减规律,给出了一个基于实际数据的拟合公式,并将其应用于最新开发的基于高精度模拟的巨灾风险分析中。利用北京地区多个地震为算例,研究了实现空间相关性模拟的样本精度问题,并且给出了不同空间相关系数对地震损失分布的影响,从而能为未来的防震减灾工作提供更好的地震损失估计结果。  相似文献   

基于耐震时程法的钢筋混凝土框架弹塑性地震响应及损伤发展          下载免费PDF全文

张超  周桢干  赖志超  黄凯  朱展  范小燕 《世界地震工程》2022,38(4):044-53

耐震时程法（ETA）仅需少量的非线性时程分析,便可以掌握结构倒塌破坏的全过程。但是,此方法目前较少应用于结构倒塌失效分析。本文探讨了耐震时程曲线的特性及拟合思路,以钢筋混凝土框架为研究对象,应用ETA方法分析了钢筋混凝土框架的地震响应及损伤发展。研究结果:（1）混凝土框架结构的地震响应分析结果表明:采用ETA方法分析时结构顶点位移和层间位移角与采用IDA方法分析时接近,而最大基底剪力会略大;但是,两种方法的结果相关系数均接近于1。（2）强震下的结构倒塌分析结果表明:ETA方法能较为准确的预测结构的塑性铰分布、塑性铰出现概率及塑性铰发展顺序。当采用多条耐震时程加速度曲线作为输入时,评估结果准确性更高。由于ETA方法仅需进行少量几条耐震时程分析且计算高效,因此ETA方法可以成为预测结构失效模式的高效方法。  相似文献