基于神经网络的东北地区秸秆焚烧预测

选取农作物秸秆露天燃烧严重的东北地区,采用人工神经网络的方法,结合卫星火点和气象数据,开展秸秆露天燃烧预测研究.结果表明：人工神经网络预测模型成功验证了松嫩平原地区2015年10月25日~11月15日的秸秆露天燃烧情况,其准确度为67.1%,经过多次试验,在神经网络建模与验证数据配比为80：20时,预测准确度最高,可达69.7%,同时该模型的稳定性较好.而对不同区域,不同时间段的预测研究表明,人工神经网络较适用于长时间序列的预测.就影响因素而言,相对湿度是影响秸秆露天燃烧的最重要因素.本研究结果可为空气质量模式提供火点预测数据,提高其预报预警能力,为区域联防联控政策的制定提供科技支持.     

小麦产量的遥感动态预估研究──以山东禹城县为例

本文利用现代遥感信息、数理统计和回归分析方法，研究了禹城县试验区的小麦单产与卫星遥感信息（绿度）间的关系，并建立了小麦单产与绿度关系的预估模型；阐述了直接利用遥感宏观信息动态预估小麦产量的可行性和这一方法的应用前景。     

空气质量多模式预报系统在中山市的应用

介绍了中山市空气质量多模式预报系统。对2015年3月—2016年2月的预报效果评估表明:系统可以较好地反映污染物的变化趋势但仍存在系统性偏差。通过对排放源清单的调整优化及对模式干沉降模块的改进使模式系统的偏差显著减小。总结并建立中山市污染天气案例库,发现在典型污染天气形势下,除O3-8 h外,其他污染物均值均能达到空气质量二级标准。未来将从2个方面提高中山市空气质量预报预警系统的实用性,包括逐步实现污染源排放清单的动态及时更新和提高极端气象条件下O3污染预报能力。     

达州市城区环境空气质量变化趋势及CMAQ模型预报分析

利用Spearman秩相关系数法、污染日历图、浓度分析法和CMAQ预测模型研究了达州市城区2015-2019年空气质量状况.结果表明:2015-2019年,达州市城区O3浓度变化趋势为显著上升(P＜0.05),季度变化明显,8月易发生因O3超标导致的轻度污染状况;CO年均值变化趋势为显著降低(P＜0.05);NO2年均...     

灰色预测模型GM（1,1）在地面水质预测中的应用

本文将地面水质视作灰色系统,对某河段的化学耗氧量(COD),生化耗氧量(BOD_5)用灰色预测模型GM(1,1)进行建模、预测。最大误5.2％,平均误差小于0.2％,模型精度高。建模需要的数据较少,对数据的分布无特殊要求,方法和计算简单,实用价值大,是地面水质预测预报的一种有效方法。     

DEVELOPMENT AND TESTING OF A SNOWMELT-RUNOFF FORECASTING TECHNIQUE1

ABSTRACT: The snowmelt-runoff model (SRM) was used to produce accurate simulations of streamfiow during the snowmelt period (April-September) for ten years on the Rio Grande Basin (3419 km²) near Del Norte, Colorado, U.S.A. In order to use SRM in the forecast situation, it was necessary to develop a family of snow cover depletion curves for each elevation zone based on accumulated snow water equivalent on April 1. Selection of an appropriate curve for a particular year from snow course measurements allows input of the daily snow cover extent to SRM for forecast purposes. Data from three years (1980, 1981, and 1985) were used as a quasi-forecast test of the procedure. In these years forecasted snow cover extent data were input to SRM, but observed temperature and precipitation data were used. The resulting six-month hydrographs were very similar to the hydrographs in the ten simulation years previously tested based on comparisons of performance evaluation criteria. Based on this result, the Soil Conservation Service (SCS) requested SRM forecasts for 1987 on the Rio Grande. Using the same procedure but with SCS estimated temperature and precipi-tation data, SRM produced a forecast hydrograph that had a r²= 0.82 and difference in seasonal volume of 4.4 percent. To approximate actual operational conditions, SRM computed daily flows were updated every seven days with measured flows. The resulting forecast hydrograph had a R²= 0.90 and a difference in volume of 3.5 percent. The method developed needs to be refined and tested on additional years and basins, but the approach appears to be applicable to operational runoff forecasting using remote sensing data.     

刚玉冶炼电炉烟尘回收的环境意义

电弧炉冶炼棕刚玉过程中产生大量烟尘，排放到大气中严重污染环境。为全面评估刚玉冶炼电炉烟尘对环境的影响，本文对贵州某厂３０００ＫＶＡ及７５００ＫＶＡ两组电炉，采用电收尘及布袋收尘前后的１２个状态和２４个系列进行预测计算与分析，结果表明；采用电收尘或布袋收尘后，电炉周围的大气环境质量显著改善，由三级的恶劣状态变为一级的优良状态。     

建设先进的环境监测预警体系是国家环境安全的需要

建设先进的环境监测预警体系是中国环境保护发展进程中首次提出的新观点,是做好新形势下的环保工作,加快实现三个转变的需要;是全面反映环境质量状况和趋势,准确预警应急突发环境事件的需要;是现代化环境管理工作的需要;是树立负责任大国国际形象的需要;是国家环境安全的需要.     

城市空气质量数值预报方法研究

城市空气质量数值预报,在时空分辨率和预报客观性方面具有明显优势,是未来城市空气质量预报的主要发展方向。以济南市为例,探索建立了一套较为成熟的城市空气质量数值预报方法。该方法采用高分辨率对流层化学模式系统为预报模式基础,同时根据济南市特点对模式系统进行修正,取得了较好的预报效果。此外,该模式系统由于能够较为准确地模拟城市范围内污染物的时空分布,在城市空气污染防治规划方面具有较为广泛的应用前景。     

BENEFITS OF ITERATIVE WATER SUPPLY FORECASTING IN THE WASHINGTON,D.C., METROPOLITAN AREA1

The three largest water utilities in the Washington, D.C., metropolitan area (WMA) rely on the Potomac River and its reservoirs for water supply. These utilities have committed to a periodic review of the system's adequacy to meet future demands. In 1990, 1995, 2000, and again in 2004 (for publication in 2005) the utilities requested that the Interstate Commission on the Potomac River Basin (ICPRB) conduct a 20‐year water demand and resource adequacy study to fulfill this need. The selection of the five‐year interval provides multiple benefits. It allows regular updates and incorporation of recent demographic forecasts, and it increases visibility and understanding of the adequacy of the region's water resources. It also provides adequate time to conduct research on the physical system and to incorporate modifications based on this research into subsequent studies. The studies and lessons learned are presented in this case study of the WMA. The work has been a natural outgrowth of a long history of cooperative water supply planning and management among the main WMA water utilities and ICPRB.