基于卷积神经网络和高分辨率影像的湿地群落遥感分类——以洪河湿地为例

以洪河国家级自然保护区为研究对象,应用卷积神经网络（CNN）方法进行高分辨率湿地遥感影像的分类研究,并与基于光谱支持向量机（SP-SVM）的方法和基于纹理及光谱的支持向量机（TSP-SVM）的方法进行了对比。结果显示,对于所选取的2个研究区域,CNN分类方法的全局精度高于SP-SVM方法5.61%和5%,高于TSP-SVM方法4.18%和4.15%。尤其对于部分湿地植被的分类精度明显高于SP-SVM和TSP-SVM方法。研究表明,卷积神经网络为湿地识别的精细划分提供了有利的手段。     

Impacts of the meteorological condition versus emissions reduction on the PM2 5 concentration over Beijing-Tianjin-Hebei during the COVID-19 lockdown

本研究从气象条件和减排两方面探讨了COVID-19封锁期间严重雾霾发生的原因[研究目的],并定量的分析了气象条件和减排对PM2.5浓度的相对影响[创新点].使用WRF-Chem在2019年2月3日-16日和2020年2月3日-16日进行了三个数值模拟试验,分别为2019年气象场与MEIC-2019(2019年中国多分辨...     

基于多源观测资料对湖南怀化一次雨雪天气降水相态特征的分析

【目的】为了解湖南怀化雨雪天气降水相态演变特征。【方法】选取ERA5资料、微波辐射计和SA双偏振多普勒雷达等多源观测资料作为基础数据,采用常规统计、环流背景、相关分析等方法,对2022年12月27—28日湖南怀化地区一次雨雪天气的降水相态演变特征进行分析。【结果】（1）中高纬地区在中层槽的引导下冷空气南下,中低纬地区在南支槽的引导下西南气流东移,致使冷空气与暖湿气流交汇,降水相态发生变化。过程前低层切变线南压、低空西南急流发展,低层系统处于暖平流中,且地面温度较高,降水相态为雨。28日20时后冷平流快速发展,地面迅速降温,形成“冷垫”,致使降水相态转为雨夹雪。后期受南下强冷空气影响,导致降水相态转为雪。（2）散度和垂直速度的分布说明,降雪阶段的动力条件来源于低层,降雨时段的动力条件来源于高层。（3）SA双偏振多普勒雷达的偏振量分析结果表明,在较大的水平反射率(20~35 dBz)区域,其差分反射率相对较小（约0.8~1.6 dBz之间）,差分位移率也相对较小（约-1.2~0.6之间）,相关系数＞0.88。微波辐射计反演的0 ℃线可以作为降雪的重要判据,其液态水含量在降雨时含量较高,水汽浓度在降雪时显著下降,可以准确判断降雪的具体时间。【结论】 微波辐射计和双偏振雷达的组合应用可以作为怀化地区对降水相态转换临界预报的重要地基观测设备。     

Numerical study of harbor oscillations induced by water surface disturbances within harbors of constant depth

Oscillations within an enclosed rectangular harbor and a set of partially opened rectangular harbors with various widths and locations of entrance induced by cubic water surface disturbances with different initial heights and locations are simulated using FUNWAVE 2.0 model. The height and the location of the cubic water surface disturbance refer to its thickness and its relative horizontal position inside the harbor, respectively. The water depth inside and outside all harbors is set to be constant. The aim of this paper is to investigate how different heights and locations of the water surface disturbance and various widths and locations of harbor entrance affect the oscillations inside the harbor. Results show that for the given harbors and the range of the initial height of water surface disturbance studied in this paper, all the response amplitudes of various eigenfrequencies increase linearly with the initial height of water surface disturbance. The variations of the initial location of water surface disturbance along the backwall and sidewall of the harbor can significantly change the transverse and longitudinal oscillation patterns of various modes, respectively. The effects of the variations of the width and location of the harbor entrance on the response amplitudes of various resonant modes both depend on the relative positions of their node lines and antinode lines to the harbor entrance.     

Design and on-orbit status of the trigger system for the DAMPE mission

DArk Matter Particle Explorer(DAMPE), the first Chinese astronomical satellite, was successfully launched at the Jiuquan Satellite Launch Center on 2015 Dec. 17. DAMPE consists of four subdetectors: Plastic Scintillator array Detector(PSD), Silicon-Tungsten tracKer-converter(STK), Bismuth Germanium Oxide(BGO) imaging calorimeter and NeUtron Detector(NUD). The global hardware trigger signal, which is generated by hits from the BGO calorimeter and the trigger logic board in the data acquisition system(DAQ), is responsible for event selection and DAQ synchronization of DAMPE. On orbit,to improve the detection efficiency, different trigger logics are used for event selection in different regions of latitude. The DAMPE trigger system compresses the average on-orbit trigger rate to 60 Hz and reduces science data mass to less than 13 GB per day to meet the requirement for the satellite's data link. The whole trigger system has run stably up to now, ensuring excellent on-orbit operation of DAMPE.     

Photobehaviors ofthe calanoid copepod Calanus sinicus from the Yellow Sea to visible and UV-B radiation as a function of wavelength and intensity

The effects of wavelength-specific visible light,white light,and ultraviolet-B(UV-B,280-31 5 nm)on selected behaviors,grazing rate,spawning rate,and hatching rate of the marine copepod Calanus sinicus collected from the Yellow Sea were studied.Calanus s inicus placed in a partitioned experimental sy stem responded positively phototaxis to blue-cyan and yellow light but negatively to orange light and UVB.No obvious dodge activity was found among C.s inicus irradiated with0.005 mW/cm~2 UV-B.Under0.20,0.30 and 0.50 mW/cm~2 UV-B radiation,the lethal half times of individuals were 30.47,2.86,and1.96 h,respectively.Grazing of C.sinicus was restrained at0.10 mW/cm~2 UV-B,whereas yellow-red light stimulated grazing.Egg production rate was highest at a white-light intensity of 1.58 mW/cm~2,with an average rate of 10.04 eggs/(female d).These results are consistent with the observed phenomenon that C.sinicus in the Yellow Sea mostly spa.wn near dawn.Our results indicate that light intensity and spectrum are important factors affecting the diel vertical migration of C.sinicus under natural conditions in the Yellow Sea.     

海口湾海域波浪特征分析

通过在海口湾北部海域布置波浪观测站,对采集到的实测波浪资料进行统计和波谱分析,研究了琼州海峡波浪季节性变化特征。观测期间最大波高为5.6 m,发生在台风"莎莉嘉"经过期间。无台风影响的月份最大波高为3.0 m。年平均十分之一大波波高、年平均有效波高、年平均波高分别为0.5 m、0.4 m、0.3 m,该海域波高总体不大。波周期范围主要在2～7 s区间。研究结果表明:1)观测海区各月基本都受到东北风影响并存在东北向的波浪; 2)发现海区波浪类型主要是风浪为主的混合浪; 3)发现观测海区一直受到南海传入的长周期波影响; 4)海区风向与浪向的一致性在东北季风影响时段明显强于西南季风影响时段,风速与波高的相关性在东北季风影响时段明显强于西南季风影响时段,该现象在台风月份表现得尤其明显。     

1957~2016年中国农业界限温度时空变化研究

利用中国830个气象站点1957~2016年地面气象观测资料,采用五日滑动平均法和GIS方法确定了近60 a农业界限温度（0℃、5℃、10℃）的初终日期和持续日数,并比较分析1957~1986年和1987~2016年2个时段的≥0℃、≥5℃和≥10℃农业界限温度的初终日期和持续日数的变化情况。结果表明：与1957~1986年相比,1987~2016年中国农业界限温度（0℃、5℃、10℃）的总体变化规律基本一致,即初日提前、终日推迟、持续日数增加,各地区变化幅度不同,东北、华北和青藏高原地区变化幅度最大。中国各界限温度的终日变化幅度均较小,初日和持续日数变化较大。≥0℃初日在东北北部和青藏高原地区分别提前3~9 d和3~15 d,持续日数在东北和华北部分地区分别增加3~15 d和2~18 d,青藏高原部分地区增加4~16 d;≥5℃初日在东北和华中地区分别提前4~9 d和6~13 d,持续日数在东北、华北部分地区分别增加4~13 d和2~14 d,青藏高原地区增加2~23 d;≥10℃初日在东北和青藏高原地区分别提前2~9 d和2~13 d,持续日数在东北和青藏高原地区变化最为显著,分别增加3~15 d和5~25 d。农业界限温度的初终日期和持续日数变化,使作物生育期延长和种植界线北移。     

深远海声速资料对比及校正方法研究

为准确获取深远海海洋声速资料,充分了解深水声速规律,选取了西太地区两个水深超过5000m的S1和S2站位的声速资料为研究对象,以SVP(声速剖面仪)实测资料为参考标准,通过对CTD资料利用Chen-Millero、Del-Grosso以及Wilson的3种经验公式计算的声速与SVP资料进行对比分析,得出Del-Grosso经验公式计算的声速误差最小。为进一步提高声速资料精度,对Del-Grosso公式进行修正,并利用另外3个站位数据进行验证,发现利用校正后的公式计算的声速资料精度明显提升,这为其他深远海区利用CTD或其他温盐深资料获取高精度声速资料提供参考。     

Regulation of water quality and growth characteristics of indoor raceway culture of <Emphasis Type="Italic">Litopenaeus vannamei</Emphasis>

Two modes of regulating the water quality of experimental ponds in indoor raceway culture of Litopenaeus vannamei were evaluated using simple water treatment facilities. A self-made water purifying net, aeration stone, composite microbe preparation, and Ceratophyllum demersum were placed in the experimental ponds and the culture water was circulated along the raceway inside the pond using a paddle wheel aerator. In addition, the water quality in the experimental pond was improved by draining effluent from the pipeline at the bottom of ponds 7 and 8 (mode I) and exchanging the circulating water in pond 10 (mode II) with the reservoir water in pond 9 using a pump and pipeline. The water quality in the experimental ponds was similar in response to regulation using mode I or mode II. Water quality parameters in the experimental ponds were controlled within a suitable range by simple facilities during culture period without using any chemical treatments. The rich content of dissolved oxygen was maintained by the circular flow and continuous aeration of the pond water. The respective average values of the main water parameters in experimental ponds 7 and 10 in response to regulation of the water quality using modes I and II were as follows: pH 8.17 and 7.99; DO 5.16 mg/L and 5.97 mg/L; COD_Mn 18.45 and 12.61 mg/L; TAN (NH₃-N) 0.854 mg/L (0.087 mg/L) and 0.427 mg/L (0.012 mg/L); NO₂-N 0.489 mg/L and 0.337 mg/L. Moreover, the average body length and body weight of harvested shrimp of pond 7 and pond 10 were 7.56 cm and 8.99 cm, 5.10 g and 8.33 g, respectively. Furthermore, the survival rate, average biomass yield and average condition factor of the shrimp harvested were 70% and 60%, 2.54 kg/m² and 2.14 kg/m², and 0.675 g/cm and 0.927 g/cm, respectively. Linear equations describing the relationship between body length and culture time and cubic or power functions describing the relationship between body weight and body length were obtained based on evaluation of the growth data of shrimps throughout the culture period.