时空约束下的沙化土地遥感提取方法研究

针对辽西北中轻度沙化土地的区域特点和特殊性,通过分析其沙化土地的光谱特征、空间分布及时间变迁特征,研究了一种时空约束下的多光谱遥感影像沙化土地识别方法。在对沙化土地进行光谱特征分析的基础上,加入时-空分布特征进行约束修正,有效提高了沙化土地监测的精度和效率。     

不同人为源排放清单对大气污染物浓度数值模拟的影响:以浙江省为例

应用大气化学模式WRF-Chem(Weather Research and Forecast-Chemistry),分别选用亚洲排放源清单INTEX-B(Intercontinental Chemical Transport Experiment-Phase B)、REASv2.1(Regional Emission inventory in Asia version 2.1)以及全球排放源清单HTAP_v2(Hemispheric Transport of Air Pollution version 2),对浙江省2013年12月进行模拟,分别记为IN、RE和HT试验,研究人为源排放清单对大气污染物浓度数值模拟的影响。结果表明,3组试验合理的反映出PM2.5(空气动力学当量直径小于等于2.5μm的颗粒物,即细颗粒物)、PM10(空气动力学当量直径小于等于10μm的颗粒物,即可吸入颗粒物)和NO_2近地面浓度的时空分布特征,相关系数为0.5~0.8,85%以上的模拟值落在观测值的0.5~2倍范围内,但对SO_2近地面浓度模拟较差。IN、RE、HT试验对PM2.5和PM10的模拟偏差均成递减趋势,约为30%、16%和6%,HT试验的模拟值更加接近观测。INTEX-B清单中PM2.5的一次排放与二次气溶胶前提物SO_2均高于REAS与HTAP清单,因此会导致更多的硫酸盐生成,从而进一步增加PM2.5浓度。HTAP_v2清单中较低的NH3排放会抑制硝酸盐的生成,从而有助于降低PM2.5浓度。3个清单的基准年与模拟年的差异对SO_2浓度模拟的准确性影响更大,INTEX-B清单中SO_2排放量明显高于REASv2.1与HTAP_v2清单,尤其在浙北和沿海工业发达地区,导致IN试验模拟的SO_2在这些地区存在明显高估。3组试验模拟的NO_2浓度偏差最小且更为接近(-8%~4%),主要原因是3个清单在浙江省的NOx排放十分一致。从3组试验结果之间的差异程度来看,浙江省范围内PM2.5、PM10、SO_2和NO_2逐日浓度模拟值之间的平均差异程度分别约为14%、15%、51%和16%,最大差异程度分别为69%、78%、137%和132%。月均浓度与逐日浓度的平均差异程度基本一致,但最大差异程度明显更低。总体来看3组试验模拟的PM2.5、PM10与NO_2的差异程度明显低于SO_2。     

A STUDY OF RAPID DECAY TYPHOONS IN OFFSHORE WATERS OF CHINA

On the basis of NCEP/NCAR reanalysis data and yearbooks of CMA tropical cyclones, statistical analysis is performed for 1949—2013 offshore typhoons subjected to rapid decay(RD). This analysis indicates that RD typhoons are small-probability events, making up about 2.2% of the total offshore typhoons during this period. The RD events experience a decadal variation, mostly in the 1960 s and 1970 s(maximal in the 1970 s), rapidly decrease in the 1980 s and 1990 s and quickly increase from 2000. Also, RD typhoons show remarkable seasonal differences: they arise mainly in April and July-December, with the prime stage being in October-November. The offshore RD typhoons occur mostly in the South China Sea(SCS) and to a lesser extent in the East China Sea(ECS); however, none are observed over the Huang Sea and Bo Sea.Composite analysis and dynamic diagnosis of the RD typhoon-related large-scale circulations are performed.Physical quantities of the composite analysis consist of 500-h Pa height and temperature fields, vapor transfer, vertical wind shear(VWS), density of core convection(DCC), and high-level jet and upper-air outflow of the typhoon. The results suggest that(1) at the 500-h Pa height field, the typhoon is ahead of a westerly trough and under the effects of its passing trough;(2) at the temperature field, the typhoon is ahead of a temperature trough, with an invading cold tongue present;(3) at the vapor transfer field, water transfer into the RD typhoon is cut off; and(4) at higher levels, the related jet weakens and the outbreak of convection becomes attenuated in the typhoon core. In addition, VWS bears a relation to the RD typhoon; in particular, strong VWS favors RD occurrence.The differences in RD events between the SCS and ECS show that for the RD, the VWS of the ECS environmental winds is markedly stronger in comparison with its SCS counterpart. The cold advection invading into the typhoons is more intense in the SCS than in the ECS, and the low-level vapor transfer and high-level outflow are weaker in the SCS RD typhoons.Data analysis shows that sea surface temperature(SST), VWS, and DCC can be employed as efficient factors to predict RD occurrence. With appropriate SST, VWS, and DCC, a warning of RD occurrence can be given 36, 30-36,and 30 h, respectively, in advance. These values suggest that atmospheric SST responses lag. Owing to this time lag,the prediction of RD typhoons is possible.     

不同资料同化对登陆台风菲特(2013)短时预报的影响研究

为定量评估地面、探空、飞机报、卫星辐射亮温、雷达反射率及径向风等不同观测资料同化对台风预报性能的影响,本文以2013年严重影响我国的登陆台风菲特为例,利用WRF模式与GSI-3DVAR同化系统开展观测系统试验(OSE)研究,探讨了不同类型资料同化对"菲特"(2013)路径、强度、形势场和降水短时预报的相对贡献及可能影响机理。结果表明:(1)不同类型资料同化对模拟结果贡献程度有明显差别,其中探空、雷达反射率和飞机报对模拟结果有较大影响,分别"拒绝"这三种资料后模式模拟的高空各要素均方根误差分别上升约54.8%~62.0%、9.2%~16.5%和6.1%~6.4%。(2)对于不同的台风预报效果评估参数,各类资料的贡献率大小排序不同。对高空场和台风路径模拟影响较大的是探空和飞机报,对台风强度模拟影响较大的依次是雷达径向风、反射率、探空和飞机报,而对降水模拟影响较大的依次是雷达反射率、探空和飞机报。(3)各类资料对降水模拟的贡献率随时间变化不同。雷达反射率资料对降水的贡献随着模式积分时间明显下降,而飞机报、探空资料等对降水的贡献在模式积分3 h之后开始出现。(4)资料同化对降水模拟的改进与其对台风路径、水物质及强度模拟改进有关,因此影响高空场、台风路径和强度较大的雷达反射率、探空和飞机报资料,也是对降水模拟贡献较大的资料。     

The IFFT-based SQM method against digital distortion in GNSS signals

Global navigation satellite systems (GNSS) signal deformations could threaten the position accuracy and integrity of GNSS, especially for safety critical applications. Digital distortion is an important kind of deformations caused by failures inside the baseband generation unit onboard the GNSS satellites. Multi-correlator technique, as a prevalent signal quality monitoring (SQM) method, was developed to reliably detect the signal anomaly and therefore protect airborne users from this integrity threat. However, the conventional multi-correlator technique is unable to estimate the degree of distortion quantitatively, while another SQM method, the chip domain observable, has a poor real-time capability so that it could not meet the stringent time to alarm requirements. To solve the above problem, we derived the spectrum form of the conventional Threat Model A first and proposed a IFFT-based SQM algorithm. This new method can perform SQM easily by analyzing the impulses after PSD division and IFFT: Detect the presence of digital distortion by judging whether there is an impulse after IFFT and estimate the degree of distortion by computing the offset of the impulse. The results show that the IFFT-based method can not only detect digital distortion real-timely but also estimate the digital distortion degree quantitatively.     

Design of an adaptive GPS vector tracking loop with the detection and isolation of contaminated channels

GPS Solutions - In vector tracking loop (VTL), the relativity among received signals is exploited to deeply integrate the entire information within signal processing channels. However, the tracking...     

Global ionospheric electron density estimation based on multisource TEC data assimilation

GPS Solutions - We developed a parameterized ionospheric electron density model based on the IRI-2012 model by spherical harmonic expansions in the horizontal and empirical orthogonal functions in...     

Contributions of thermoelastic deformation to seasonal variations in GPS station position

GPS Solutions - We investigate surface displacements due to land temperature variation with the 2014 global thermoelastic model, which is a solution on a uniformly elastic sphere under the...     

自主导航星上快速星历拟合算法研究

针对北斗卫星导航系统地面监测站布设范围有限,系统抗打击能力不足等问题,我国已计划实现卫星自主导航。通过地面演示验证发现,星上自主定轨与时间同步软件同星上广播星历拟合软件耗费同等的机时。该文的研究目标为在保证精度的前提下,降低星上自主星历拟合的计算量。通过试验分析表明,采用直接降低星历参数个数的方法,会损失精度,效果不佳。利用自主导航自身特点,以长期预报星历为基础,通过参数固定,可在保证精度的基础上使矩阵求逆运算量降低近6倍。以长期预报星历为初值,可有效降低迭代次数,使计算量下降近5倍。     

基于遥感数据的建三江垦区城镇用地扩张时空特征及驱动力分析

在RS和GIS的支持下集成多源数据,重建了建三江垦区下辖农场1990年、2000年、2010年和2015年4个时期的城镇用地格局。应用动态度模型等探讨了建三江垦区城镇用地扩张的时空特征及区域差异,分析了其驱动因素。结果表明：① 1990~2015年,建三江垦区城镇用地面积增加了3 237.5 hm²,平均扩张速率为130 hm²/a,扩张速率最显著的阶段是2000~2010年。② 垦区下辖农场城镇用地扩张时空差异明显,建三江管局所在城镇扩张面积最大;浓江农场扩张相对比例最大;动态度模型分析发现二道河农场扩张速度最快,勤得利农场的城镇用地扩张速率最慢,扩张面积最小。③ 建三江垦区以农场为城镇单元的建设用地扩张模式主要为线性轴状扩张。④ 城镇人口数量、经济水平的不断提升、产业结构的优化与区域政策极大地促进了垦区城镇用地的扩张,交通条件是城镇扩张速率和模式的重要影响因素。