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The First Global Map of Atmospheric Ammonia(NH_(3)) as Observed by the HIRAS/FY-3D Satellite
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作者 Minqiang ZHOU Zhili DENG +6 位作者 Charles ROBERT Xingying ZHANG Lu ZHANG Yapeng WANG Chengli QI Pucai WANG Martine De MAZIÈRE 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2024年第3期379-390,共12页
Atmospheric ammonia(NH_(3)) is a chemically active trace gas that plays an important role in the atmospheric environment and climate change. Satellite remote sensing is a powerful technique to monitor NH_(3) concentra... Atmospheric ammonia(NH_(3)) is a chemically active trace gas that plays an important role in the atmospheric environment and climate change. Satellite remote sensing is a powerful technique to monitor NH_(3) concentration based on the absorption lines of NH_(3) in the thermal infrared region. In this study, we establish a retrieval algorithm to derive the NH_(3)column from the Hyperspectral Infrared Atmospheric Sounder(HIRAS) onboard the Chinese Feng Yun(FY)-3D satellite and present the first atmospheric NH_(3) column global map observed by the HIRAS instrument. The HIRAS observations can well capture NH_(3) hotspots around the world, e.g., India, West Africa, and East China, where large NH_(3) emissions exist. The HIRAS NH_(3) columns are also compared to the space-based Infrared Atmospheric Sounding Interferometer(IASI)measurements, and we find that the two instruments observe a consistent NH_(3) global distribution, with correlation coefficient(R) values of 0.28–0.73. Finally, some remaining issues about the HIRAS NH_(3) retrieval are discussed. 展开更多
关键词 AMMONIA HIRAS/fy-3D satellite thermal-infrared observation remote sensing optimal estimation method
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Retrieval of Antarctic sea ice freeboard and thickness from HY-2B satellite altimeter data
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作者 Yizhuo Chen Xiaoping Pang +3 位作者 Qing Ji Zhongnan Yan Zeyu Liang Chenlei Zhang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2024年第3期87-101,共15页
Antarctic sea ice is an important part of the Earth’s atmospheric system,and satellite remote sensing is an important technology for observing Antarctic sea ice.Whether Chinese Haiyang-2B(HY-2B)satellite altimeter da... Antarctic sea ice is an important part of the Earth’s atmospheric system,and satellite remote sensing is an important technology for observing Antarctic sea ice.Whether Chinese Haiyang-2B(HY-2B)satellite altimeter data could be used to estimate sea ice freeboard and provide alternative Antarctic sea ice thickness information with a high precision and long time series,as other radar altimetry satellites can,needs further investigation.This paper proposed an algorithm to discriminate leads and then retrieve sea ice freeboard and thickness from HY-2B radar altimeter data.We first collected the Moderate-resolution Imaging Spectroradiometer ice surface temperature(IST)product from the National Aeronautics and Space Administration to extract leads from the Antarctic waters and verified their accuracy through Sentinel-1 Synthetic Aperture Radar images.Second,a surface classification decision tree was generated for HY-2B satellite altimeter measurements of the Antarctic waters to extract leads and calculate local sea surface heights.We then estimated the Antarctic sea ice freeboard and thickness based on local sea surface heights and the static equilibrium equation.Finally,the retrieved HY-2B Antarctic sea ice thickness was compared with the CryoSat-2 sea ice thickness and the Antarctic Sea Ice Processes and Climate(ASPeCt)ship-based observed sea ice thickness.The results indicate that our classification decision tree constructed for HY-2B satellite altimeter measurements was reasonable,and the root mean square error of the obtained sea ice thickness compared to the ship measurements was 0.62 m.The proposed sea ice thickness algorithm for the HY-2B radar satellite fills a gap in this application domain for the HY-series satellites and can be a complement to existing Antarctic sea ice thickness products;this algorithm could provide long-time-series and large-scale sea ice thickness data that contribute to research on global climate change. 展开更多
关键词 HY-2B satellite altimeter classification decision tree sea ice freeboard and thickness Antarctic waters
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ENGINEERING CONTRACT ON FY-2 BATCH 2 SATELLITES SIGNED
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作者 Sun Qing 《Aerospace China》 2004年第3期9-9,共1页
The signing ceremony of the Engineering Contract on FY-2 Batch 2 (FY-2 02) Satellites was held in Beijing by Commission of Science, Technology and Industry for National Defense (COSTIND) on August 31, 2004. The contra... The signing ceremony of the Engineering Contract on FY-2 Batch 2 (FY-2 02) Satellites was held in Beijing by Commission of Science, Technology and Industry for National Defense (COSTIND) on August 31, 2004. The contract on the development and manufacture of FY-2 batch 2 satellites and the contract on the launch, test and control of FY-2 Batch 2 satellites were signed by China Meteorological Administration (CMA), 展开更多
关键词 fy-2卫星 工程合同 设计寿命 遥感观测
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西北中东部ECMWF-HR云量预报产品与FY-2G云量产品的对比
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作者 魏栋 沙宏娥 +3 位作者 秦豪君 吕巧谊 刘丽伟 傅朝 《干旱气象》 2023年第3期483-490,共8页
为了了解ECMWF-HR模式云量预报产品在西北中东部地区的精度,利用2019年10月至2020年9月共计12个月的FY-2G卫星总云量反演产品,对西北地区中东部同时段的ECMWF-HR总云量预报产品进行对比分析,并选取3个典型区分析ECMWF-HR总云量预报偏差... 为了了解ECMWF-HR模式云量预报产品在西北中东部地区的精度,利用2019年10月至2020年9月共计12个月的FY-2G卫星总云量反演产品,对西北地区中东部同时段的ECMWF-HR总云量预报产品进行对比分析,并选取3个典型区分析ECMWF-HR总云量预报偏差的日变化特征。结果表明,ECMWF-HR模式对西北地区中东部总云量的预报偏差白天较小,夜间偏差增大约10%~20%。总云量预报偏差具有明显的季节特征,夏半年ECMWF-HR模式云量预报整体偏多且偏差空间分布均匀;冬半年总云量预报有区域性特征,祁连山区西段明显偏低,甘肃和陕西南部明显偏多,其他大部地区的预报偏差低于夏半年。总体来说,ECMWF-HR模式总云量预报稳定可信,但在祁连山西段和甘肃与陕西南部2个明显异常区域需进行偏差订正。前者需要在模式预报基础上调高10%~30%,后者需要降低20%~30%;订正后的总云量预报与卫星反演结果较为接近,平均绝对偏差约4.5%,且与卫星反演结果具有相似的日变化特征。 展开更多
关键词 ECMWF-HR 总云量 fy-2G卫星 西北地区中东部 日变化
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基于ICESat-2多波束激光测高数据的全球海洋重力异常反演分析
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作者 李真 郭金运 +3 位作者 孙中苗 贾永君 黄令勇 孙和平 《测绘学报》 EI CSCD 北大核心 2024年第2期252-262,共11页
卫星测高技术是获取精细海洋重力数据的重要技术手段之一。常规卫星测高反演海洋重力异常主要是利用沿轨测高数据,而跨轨数据因较长的时间间隔或者稀疏的地面轨间距往往不能用于海洋重力异常反演,进而影响了海洋重力异常模型精度的进一... 卫星测高技术是获取精细海洋重力数据的重要技术手段之一。常规卫星测高反演海洋重力异常主要是利用沿轨测高数据,而跨轨数据因较长的时间间隔或者稀疏的地面轨间距往往不能用于海洋重力异常反演,进而影响了海洋重力异常模型精度的进一步改善。新型激光测高ICESat-2能够同时获得3对光束观测数据,相邻激光束的地面间距约为3 km,为结合跨轨数据改善海洋重力异常模型提供了可能。本文首先给出了集成沿轨和跨轨数据反演海洋重力异常的处理策略;然后,分别利用沿轨数据和集成的数据构建了ICESat-2全球海洋重力异常模型(IS2Gra_alo和IS2Gra_alo_acr),结果表明通过补充跨轨数据能够有效提高沿轨数据反演海洋重力异常的精度,并验证了ICESat-2测高数据反演全球海洋重力异常的可靠性。此外,本文还探讨了ICESat-2不同跨轨数据组合对海洋重力异常模型反演精度的影响,在沿轨数据的基础上集成适当距离的跨轨观测数据能够有利于改善海洋重力异常模型的精度。本文研究为后续SWOT宽刈幅测高数据和我国双星跟飞模式测高数据反演海洋重力异常模型提供了参考意义。 展开更多
关键词 ICESat-2 卫星激光测高 海洋重力异常 垂线偏差 海面高
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FY-3B/3C和AMSR2土壤含水量产品在锡林郭勒草原地区的适用性评价
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作者 张鹏 于红博 +3 位作者 张巧凤 高依博 张卫青 张丽华 《中国农业气象》 CSCD 北大核心 2023年第3期238-251,共14页
土壤表层含水量存在于陆-气界面,是模拟全球水文、能源和碳循环及其相互作用的一个重要变量,对于气候和地球系统研究至关重要。为了评价风云三号B星(FY-3B)、风云三号C星(FY-3C)、先进微波扫描辐射计(AMSR2)土壤含水量产品在锡林郭勒草... 土壤表层含水量存在于陆-气界面,是模拟全球水文、能源和碳循环及其相互作用的一个重要变量,对于气候和地球系统研究至关重要。为了评价风云三号B星(FY-3B)、风云三号C星(FY-3C)、先进微波扫描辐射计(AMSR2)土壤含水量产品在锡林郭勒草原以及不同土地覆盖类型的精度和适用性,本文基于2014-2019年生长季的地面观测数据,应用时间序列相关性(R)、均方根误差(RMSE)、平均偏差(Bias)和无偏均方根误差(ubRMSE)分析了这三种网格产品的可靠性。结果表明:(1)在日尺度上,FY-3B和FY-3C土壤含水量产品高估了陆地表层含水量,AMSR2低估了土壤含水量;各项评价指标表明三种土壤含水量产品均能够捕捉锡林郭勒草原表层土壤含水量的时间变化趋势。(2)在月尺度上,与AMSR2相比,FY-3B和FY-3C土壤含水量产品的月度分布与实测土壤含水量分布较为一致。(3)在生长季尺度,3种卫星土壤含水量产品能够反映各草原亚型的土壤含水量状况;FY-3B和FY-3C土壤含水量产品在植被覆盖较高的地区适用性较好,AMSR2在植被覆盖较低的地区可靠性较好,3种产品在监测土壤含水量方面具有互补功能;FY-3B与原位土壤含水量的变化趋势一致性最好;FY-3B和FY-3C能较好反映研究区西部和东部土壤含水量变异情况,AMSR2能很好捕捉研究区中部土壤含水量变异状况。 展开更多
关键词 微波遥感 土壤含水量 适用性 fy-3B fy-3C AMSR2
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Assimilation of the FY-4A AGRI Clear-Sky Radiance Data in a Regional Numerical Model and Its Impact on the Forecast of the“21·7”Henan Extremely Persistent Heavy Rainfall 被引量:3
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作者 Lan XU Wei CHENG +5 位作者 Zhongren DENG Juanjuan LIU Bin WANG Bin LU Shudong WANG Li DONG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2023年第5期920-936,共17页
Assimilation of the Advanced Geostationary Radiance Imager(AGRI)clear-sky radiance in a regional model is performed.The forecasting effectiveness of the assimilation of two water vapor(WV)channels with conventional ob... Assimilation of the Advanced Geostationary Radiance Imager(AGRI)clear-sky radiance in a regional model is performed.The forecasting effectiveness of the assimilation of two water vapor(WV)channels with conventional observations for the“21·7”Henan extremely heavy rainfall is analyzed and compared with a baseline test that assimilates only conventional observations in this study.The results show that the 24-h cumulative precipitation forecast by the assimilation experiment with the addition of the AGRI exceeds 500 mm,compared to a maximum value of 532.6 mm measured by the national meteorological stations,and that the location of the maximum precipitation is consistent with the observations.The results for the short periods of intense precipitation processes are that the simulation of the location and intensity of the 3-h cumulative precipitation is also relatively accurate.The analysis increment shows that the main difference between the two sets of assimilation experiments is over the ocean due to the additional ocean observations provided by FY-4A,which compensates for the lack of ocean observations.The assimilation of satellite data adjusts the vertical and horizontal wind fields over the ocean by adjusting the atmospheric temperature and humidity,which ultimately results in a narrower and stronger WV transport path to the center of heavy precipitation in Zhengzhou in the lower troposphere.Conversely,the WV convergence and upward motion in the control experiment are more dispersed;therefore,the precipitation centers are also correspondingly more dispersed. 展开更多
关键词 fy-4A AGRI clear-sky radiance satellite data assimilation 21·7”Henan extremely persistent heavy rainfall
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Evaluation of the Long-term Performance of Microwave Radiation Imager Onboard Chinese Fengyun Satellites
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作者 Wenying HE Hongbin CHEN +2 位作者 Xiang’ao XIA Shengli WU Peng ZHANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2023年第7期1257-1268,共12页
Accurate brightness temperature(BT)is a top priority for retrievals of atmospheric and surface parameters.Microwave Radiation Imagers(MWRIs)on Chinese Fengyun-3(FY-3)serial polar-orbiting satellites have been providin... Accurate brightness temperature(BT)is a top priority for retrievals of atmospheric and surface parameters.Microwave Radiation Imagers(MWRIs)on Chinese Fengyun-3(FY-3)serial polar-orbiting satellites have been providing abundant BT data since 2008.Much work has been done to evaluate short-term MWRI observations,but the long-term performance of MWRIs remains unclear.In this study,operational MWRI BTs from 2012–19 were carefully examined by using simultaneous Advanced Microwave Scanning Radiometer 2(AMSR2)BTs as the reference.The BT difference between MWRI/FY3B and AMSR2 during 2012–19 increased gradually over time.As compared with MWRI/FY3B BTs over land,those of MWRI/FY3D were much closer to those of AMSR2.The ascending and descending orbit difference for MWRI/FY3D is also much smaller than that for MWRI/FY3B.These results suggested the improvement of MWRI/FY3D over MWRI/FY3B.A substantial BT difference between AMSR2 and MWRI was found over water,especially at the vertical polarization channels.A similar BT difference was found over polar water based on the simultaneous conical overpassing(SCO)method.Radiative transfer model simulations suggested that the substantial BT differences at the vertical polarization channels of MWRI and AMSR2 over water were partly contributed by their difference in the incident angle;however,the underestimation of the operational MWRI BT over water remained a very important issue.Preliminary assessment of the operational and recalibrated MWRI BT demonstrated that MWRI BTs were substantially improved after the recalibration,including the obvious underestimation of the operational MWRI BT at the vertical polarization channels over water was corrected,and the time-dependent biases were reduced. 展开更多
关键词 fy-3 satellites MWRI AMSR2 brightness temperature RECALIBRATION
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FY-3 Meteorological Satellites and the Applications 被引量:2
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作者 TANG Yunqiu ZHANG Jiashen WANG Jingsong 《空间科学学报》 CAS CSCD 北大核心 2014年第5期703-709,共7页
FY-3 is the second generation polar-orbiting meteorological satellite of China. The first satellite named FY-3A of this series was launched on 27 May 2008. The first operational satellite named FY-3C of this series wa... FY-3 is the second generation polar-orbiting meteorological satellite of China. The first satellite named FY-3A of this series was launched on 27 May 2008. The first operational satellite named FY-3C of this series was launched on 23 September, 2013. The new generation satellites are to provide three-dimensional, quantitative, multi-spectral global remote sensing data under all weather conditions, which will greatly help the operational numerical weather prediction, global climate change research, climate diagnostics and prediction, and natural disaster monitoring. They will also provide help for many other fields such as agriculture, forestry, oceanography and hydrology. With the above-mentioned capability, the FY-3 satellites can make valuable contributions to improving weather forecasts, global natural-disaster and environmental monitoring. 展开更多
关键词 fy-3 satellites Polar-orbiting satellitE REMOTE SENSE
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基于Sentinel-2影像东北秋季典型湖泊大气校正方法适用性评价
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作者 李勇 李思佳 +2 位作者 宋开山 徐茂林 刘阁 《地理科学》 CSCD 北大核心 2024年第1期149-158,共10页
本文利用6S(Second Simulation of a Satellite Signal in the Solar Spectrum)、Acolite DSF(Dark spectrum fitting)、C2RCC(Case 2 Regional Coast Color)、SeaDas(SeaWiFS Data Analysis System)、Sen2Cor(Sentinel 2 Correction)、... 本文利用6S(Second Simulation of a Satellite Signal in the Solar Spectrum)、Acolite DSF(Dark spectrum fitting)、C2RCC(Case 2 Regional Coast Color)、SeaDas(SeaWiFS Data Analysis System)、Sen2Cor(Sentinel 2 Correction)、Polymer(Polynomial based algorithm applied to MERIS)和iCOR(Image correction for atmospheric effects)7种大气校正算法,结合松花湖、月亮泡、小兴凯湖实测遥感反射率数据对“哨兵-2号”(Sentinel-2)数据进行大气校正研究,验证算法性能。整体校正结果显示,相较于实测遥感反射率,上述7种大气校正算法均在可见光波段(400~800 nm)呈现不同程度的低估。除C2RCC算法外,其余6种算法校正后的遥感反射率与实测光谱曲线变化趋势基本吻合,其中Sen2Cor算法与iCOR算法性能最佳,Polymer算法性能最差;在单波段校正精度对比中,Sen2Cor和iCOR算法几乎所有波段的均方根误差和平均绝对百分比误差都低于其余5种算法。Sen2Cor算法在560 nm、665 nm和705 nm处校正精度优于其余6种算法,iCOR算法在443 nm和740 nm处有良好的表现,在490 nm处6S算法校正精度最高,拥有最低的均方根误差(0.0059 sr^(−1))和平均绝对百分比误差(21.40%)。结果表明,这7种大气校正算法均可以在一定程度上去除大气影响,增加影像的可用性,Sen2Cor算法和iCOR算法更适用于本文所研究水体或相似水体。 展开更多
关键词 大气校正 Sentinel-2卫星 内陆湖泊水体 遥感反射率
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Ocean Observation from Haiyang Satellites: 2012–2014 被引量:2
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作者 JIANG Xingwei LIN Mingsen 《空间科学学报》 CAS CSCD 北大核心 2014年第5期710-720,共11页
During 2012 and 2014, China has two Haiyang(which means ocean in Chinese, referred to as HY) satellites operating normally in space which are HY-1B and HY-2A. HY-1B is an ocean color environment satellite which was la... During 2012 and 2014, China has two Haiyang(which means ocean in Chinese, referred to as HY) satellites operating normally in space which are HY-1B and HY-2A. HY-1B is an ocean color environment satellite which was launched in April 2007 to observe global ocean color and sea surface temperature, and HY-2A is an ocean dynamic environment satellite which was launched in August 2011 to obtain global marine dynamic environment parameters including sea surface height,significant wave height, ocean wind vectors, etc. Ocean observation data provided by HY-1B and HY-2A have been widely used by both domestic and international users in extensive areas such as ocean environment protection, ocean disaster prevention and reduction, marine environment forecast,ocean resource development and management, ocean investigations and scientific researches, etc. 展开更多
关键词 HY-1B HY-2A OCEAN OBSERVATION satellites OCEAN REMOTE SENSING satellitE OCEAN applications
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基于卫星遥感的中国人为CO_(2)与大气污染物排放协同关系
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作者 王震山 李新妹 +2 位作者 肖薇 蒋宁萱 柳艺博 《中国环境科学》 EI CAS CSCD 北大核心 2024年第6期3111-3121,共11页
基于多源卫星遥感数据和大气输送模型研究我国人为CO_(2)与大气污染物(NO_(2)和CO)排放协同关系以及新冠疫情管控期间污碳排放变化特征.结果表明:高人为CO_(2)排放对应高浓度的NO_(2)和CO排放,以省级行政区为单位的2018~2020年非生长季X... 基于多源卫星遥感数据和大气输送模型研究我国人为CO_(2)与大气污染物(NO_(2)和CO)排放协同关系以及新冠疫情管控期间污碳排放变化特征.结果表明:高人为CO_(2)排放对应高浓度的NO_(2)和CO排放,以省级行政区为单位的2018~2020年非生长季XCO_(2)异常与XNO_(2)的相关性(r=0.79)高于与XCO的相关性(r=0.61),且高人为CO_(2)排放地区燃烧排放效率更高;2020年2月(疫情管控期)我国XCO_(2)异常、XNO_(2)、XCO下降的区域范围为2019年2月(疫情同比期)面积的50%、70%和49%,2020年2月XCO_(2)异常与XNO_(2)的相关性(r=0.71,P<0.01)高于2019年2月(r=0.59,P<0.01),而XCO_(2)异常与XCO的相关性(r=0.44,P<0.01)低于2019年2月(r=0.68,P<0.01);受大气输送的影响,2020年2月京津冀受西南方向人为排放地区输送的影响高于2019年2月,而长三角受北部长距离输送的影响降低,珠三角受大气输送的影响最小.研究结果表明卫星遥感可有效用于区域污碳协同排放时空变化特征监测. 展开更多
关键词 人为CO_(2)排放 大气污染 协同关系 新冠疫情 卫星遥感
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Comparative investigation of microstructure and high-temperature oxidation resistance of high-velocity oxy-fuel sprayed CoNiCrAlY/nano-Al_(2)O_(3) composite coatings using satellited powders
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作者 Pejman Zamani Zia Valefi 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2023年第9期1779-1791,共13页
Satellited CoNiCrAlY–Al_(2)O_(3)feedstocks with 2wt%, 4wt%, and 6wt% oxide nanoparticles and pure CoNiCrAlY powder were deposited by the high-velocity oxy fuel process on an Inconel738 superalloy substrate. The oxida... Satellited CoNiCrAlY–Al_(2)O_(3)feedstocks with 2wt%, 4wt%, and 6wt% oxide nanoparticles and pure CoNiCrAlY powder were deposited by the high-velocity oxy fuel process on an Inconel738 superalloy substrate. The oxidation test was performed at 1050℃ for 5, 50, 100,150, 200, and 400 h. The microstructure and phase composition of powders and coatings were characterized by scanning electron microscopy and X-ray diffraction, respectively. The bonding strength of the coatings was also evaluated. The results proved that with the increase in the percentage of nanoparticles(from 2wt% to 6wt%), the amount of porosity(from 1vol% to 4.7vol%), unmelted particles, and roughness of the coatings(from 4.8 to 8.8 μm) increased, and the bonding strength decreased from 71 to 48 MPa. The thicknesses of the thermally grown oxide layer of pure and composite coatings(2wt%, 4wt%, and 6wt%) after 400 h oxidation were measured as 6.5, 5.5, 7.6, and 8.1 μm, respectively.The CoNiCrAlY–2wt% Al_(2)O_(3)coating showed the highest oxidation resistance due to the diffusion barrier effect of well-dispersed nanoparticles. The CoNiCrAlY–6wt% Al_(2)O_(3)coating had the lowest oxidation resistance due to its rough surface morphology and porous microstructure. 展开更多
关键词 MCrAlY coating CoNiCrAlY-Al_(2)O_(3)composite satellited feedstock MICROSTRUCTURE high-temperature oxidation high-velocity oxy-fuel spraying
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基于多时相Sentinel-2卫星影像的冬小麦面积提取
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作者 陈雨琪 席瑞 +6 位作者 陈佳麒 章健 高国军 刘海威 盛莉 王福民 刘占宇 《杭州师范大学学报(自然科学版)》 CAS 2024年第2期209-216,共8页
及时准确地提取冬小麦种植信息,对开展冬小麦农情遥感监测具有重要的意义.以杭州市余杭区冬小麦越冬期(2021-12-04)、扬花期(2022-04-08)和乳熟期(2022-05-03)Sentinel-2遥感影像为数据源,分别采用最大似然法、支持向量机、归一化差值... 及时准确地提取冬小麦种植信息,对开展冬小麦农情遥感监测具有重要的意义.以杭州市余杭区冬小麦越冬期(2021-12-04)、扬花期(2022-04-08)和乳熟期(2022-05-03)Sentinel-2遥感影像为数据源,分别采用最大似然法、支持向量机、归一化差值植被指数(normalized difference vegetation index,NDVI)相加和相减合成运算提取冬小麦种植面积.结合冬小麦地面调查数据与实测种植面积,对不同方法的提取结果进行精度评价.结果显示,利用越冬期影像NDVI阈值将常绿植被区(茶园、林地)掩膜处理,对非常绿植被区(建筑、水体、冬小麦)扬花期与乳熟期影像NDVI值进行和值运算,是提取余杭区冬小麦种植面积的最佳方法,面积精度为91.96%,说明基于多时相遥感影像结合植被物候特征与典型地物类型,能够实现冬小麦种植面积的高精度提取. 展开更多
关键词 冬小麦 Sentinel-2卫星 多时相遥感影像 植被分类 种植面积提取
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FY-2F Meteorological Satellite and Its Applications 被引量:2
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作者 LYU Qingqing, Sun Anlai, Zhang Jiashen National Satellite Meteorological Center 《Aerospace China》 2012年第3期10-13,共4页
China is one of the countries in the world claiming the most occurrences of severe natural disasters. The natural disasters occurring in this country, diversify in type, wide in geographic distribution, high frequency... China is one of the countries in the world claiming the most occurrences of severe natural disasters. The natural disasters occurring in this country, diversify in type, wide in geographic distribution, high frequency of occurrence, and bring heavy losses in terms of people's lives and properties. 展开更多
关键词 fy-2F Meteorological satellite and Its Applications HIGH
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基于OCO-2遥感数据的新疆维吾尔自治区大气XCO_(2)空间化研究
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作者 张杨 徐永明 +3 位作者 卢响军 莫亚萍 吉蒙 祝善友 《生态环境学报》 CSCD 北大核心 2024年第2期231-241,共11页
二氧化碳(CO_(2))是导致全球变暖最主要的温室气体,掌握准确的CO_(2)空间分布信息可以有效评估碳减排成效,对于推进碳达峰、碳中和工作具有重要意义。相比站点观测,碳卫星能够获取大尺度的CO_(2)分布信息,但是由于其幅宽较窄以及云覆盖... 二氧化碳(CO_(2))是导致全球变暖最主要的温室气体,掌握准确的CO_(2)空间分布信息可以有效评估碳减排成效,对于推进碳达峰、碳中和工作具有重要意义。相比站点观测,碳卫星能够获取大尺度的CO_(2)分布信息,但是由于其幅宽较窄以及云覆盖的影响,大气CO_(2)卫星遥感数据存在大量缺值区域,不能获得空间连续的大气CO_(2)分布。以新疆维吾尔自治区为研究区,基于2019年OCO-2卫星大气二氧化碳柱平均干空气混合比(XCO_(2))数据,结合气温、地形、植被、大气NO_(2)浓度等相关变量,综合对比了多元线性回归(MLR)、地理加权回归(GWR)、支持向量机(SVR)、随机森林(RF)、极端梯度提升树(XGBoost)和极端随机树(ERT)等方法在生成大气XCO_(2)空间连续数据中的表现。交叉验证结果表明,RF、XGBoost和ERT这3种集成学习模型精度明显优于SVR、GWR和MLR模型,其中ERT模型精度最高,决定系数R^(2)为0.748,平均绝对误差σ_(MAE)为0.489×10^(-6)。基于ERT模型生成了新疆2019年逐月大气XCO_(2)空间连续数据,该地区大气XCO_(2)空间差异和季节变化都很明显。在空间分布格局上总体呈现与地形“三山夹两盆”相似的空间分布特征,裸地XCO_(2)年均值最高,林地和草原的XCO_(2)年均值最低;季节变化特征与植被生长周期相似,春冬季浓度较高,夏秋季浓度较低,最高值出现在4月,最低值出现在8月,不同土地覆盖类型的大气XCO_(2)季节变化与全区域类似,其中草原和林地的季节差异最大,裸地季节差异最小。该研究为基于碳卫星遥感数据生成时空连续的大尺度XCO_(2)数据提供了参考和借鉴。 展开更多
关键词 OCO-2 XCO_(2) 卫星遥感 集成学习模型 空间化 时空分布 新疆维吾尔自治区
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FY-2F Satellite In-orbit Test Review Passed
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《Aerospace China》 2012年第2期24-24,共1页
The FY-2F satellite recently passed its in-orbit test review and can be put into operational use. Experts from Chinese Academy of Sciences, China Meteorological Administration, CASC, China Electronics Technology Group... The FY-2F satellite recently passed its in-orbit test review and can be put into operational use. Experts from Chinese Academy of Sciences, China Meteorological Administration, CASC, China Electronics Technology Group Corporation, State Administration of Science, Technology and Industry for National Defense, 展开更多
关键词 CASC In Test fy-2F satellite In-orbit Test Review Passed
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LM-3A Successfully Launched the FY-2F Satellite
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作者 Chen Xiaoli 《Aerospace China》 2012年第1期13-14,共2页
China successfully launched the meteorological satellite FY-2F into space at 8:56 a.m.on January 13 from the Xichang Satellite Launch Center.Developed and produced by the Shanghai Academy of Spaceflight Technology (SA... China successfully launched the meteorological satellite FY-2F into space at 8:56 a.m.on January 13 from the Xichang Satellite Launch Center.Developed and produced by the Shanghai Academy of Spaceflight Technology (SAST),a subsidiary of the 展开更多
关键词 LM-3A Successfully Launched the fy-2F satellite UDMH
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FY-2F Meteorological Satellite Successfully Launched
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《Aerospace China》 2012年第1期23-23,共1页
At 08:56 on January 13,a LM-3A launch vehicle launched into space FY-2F,the fourth operational geostationary meteorological satellite independently developed by China,from the Xichang Satellite Launch Center.24 minute... At 08:56 on January 13,a LM-3A launch vehicle launched into space FY-2F,the fourth operational geostationary meteorological satellite independently developed by China,from the Xichang Satellite Launch Center.24 minutes after the lift-off,data received from the Xi'an Satellite TT&C Center and the 展开更多
关键词 fy-2F Meteorological satellite Successfully Launched TT
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FY-2 GEO Meteorological Satellite Launched Successfully
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《Aerospace China》 1997年第2期12-13,共2页
FY┐2GEOMeteorologicalSateliteLaunchedSucesfulyTheFY┐2meteorologicalsatelileChina'sfirstgenerationgeosynchron... FY┐2GEOMeteorologicalSateliteLaunchedSucesfulyTheFY┐2meteorologicalsatelileChina'sfirstgenerationgeosynchronousmeteorological... 展开更多
关键词 GEO satellitE Successfully METEOROLOGICAL fy-2 Launched
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