SOIL MOISTURE RETRIEVAL BY COMBINING USING ACTIVE AND PASSIVE MICROWAVE DATA

被引：0
|
作者：
Li, Shangnan [1 ,2 ]
Zhao, Tianjie [2 ]
Shi, Jiancheng [2 ]
Hu, Lu [2 ]
Zhao, Rui [1 ,2 ]
机构：
[1] Jilin Univ, Coll Geoexplorat Sci & Technol, Changchun 130026, Jilin, Peoples R China
[2] Chinese Acad Sci, State Key Lab Remote Sensing Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
来源：
IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2018年
关键词：
active and passive microwave remote sensing; soil moisture; soil moisture retrieval algorithm; Aquarius satellite; active microwave; passive microwave;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Active and passive microwave remote sensing have their particular characteristics. Active microwave is more sensitive to vegetation cover and surface soil roughness, while passive microwave is more sensitive to the surface soil moisture. A new retrieval algorithm has been proposed by using Aquarius and SMAP satellites' active and passive microwave observations to retrieve soil moisture products in different spatial scales. The retrieval results of soil moisture have been verified with the ground observations of soil moisture and temperature measurement (SMTM) stations in Naqu, China. The advantages and disadvantages of the algorithm have also been evaluated to analyze the practical value of the new soil moisture retrieval algorithm.
引用
收藏
页码：7487 / 7490
页数：4
相关论文
共 50 条
  • [41] An Alternate Dual Channel Algorithm for Passive Soil Moisture Retrieval from the Soil Moisture Active Passive (SMAP) Mission
    Chan, Steven
    2016 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS), 2016, : 2525 - 2525
  • [42] On the disaggregation of passive microwave soil moisture data using a priori knowledge of temporally persistent soil moisture fields
    Loew, Alexander
    Mauser, Wolfram
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (03): : 819 - 834
  • [43] ACTIVE AND PASSIVE MICROWAVE MEASUREMENTS OF SOIL-MOISTURE IN FIFE
    WANG, JR
    GOGINENI, SP
    AMPE, J
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1992, 97 (D17) : 18979 - 18985
  • [44] Assessment of Non-parametric Methods for Soil Moisture Retrieval from Active Microwave Data
    Lakhankar, Tarendra
    Ghedira, Hosni
    Temimi, Marouane
    Sengupta, Manajit
    Khanbilvardi, Reza
    Blake, Reginald
    PROCEEDINGS OF THE 4TH WSEAS INTERNATIONAL CONFERENCE ON REMOTE SENSING (REMOTE'08): RECENT ADVANCES IN REMOTE SENSING, 2008, : 124 - +
  • [45] The Soil Moisture Active Passive Experiments (SMAPEx): Toward Soil Moisture Retrieval From the SMAP Mission
    Panciera, Rocco
    Walker, Jeffrey P.
    Jackson, Thomas J.
    Gray, Douglas A.
    Tanase, Mihai A.
    Ryu, Dongryeol
    Monerris, Alessandra
    Yardley, Heath
    Ruediger, Christoph
    Wu, Xiaoling
    Gao, Ying
    Hacker, Joerg M.
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (01): : 490 - 507
  • [46] Validation of the Soil Moisture Active Passive (SMAP) satellite soil moisture retrieval in an Arctic tundra environment
    Wrona, Elizabeth
    Rowlandson, Tracy L.
    Nambiar, Manoj
    Berg, Aaron A.
    Colliander, Andreas
    Marsh, Philip
    GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (09) : 4152 - 4158
  • [47] A ROBUST ALGORITHM FOR SOIL MOISTURE RETRIEVAL FROM THE SOIL MOISTURE ACTIVE PASSIVE MISSION RADAR OBSERVATIONS
    Narvekar, Parag S.
    Entekhabi, Dara
    Kim, Seungbum
    Njoku, Eni
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 45 - 48
  • [48] Retrieving soil moisture from spaceborne passive microwave data
    Njoku, EG
    Li, L
    Chan, TK
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 1247 - 1249
  • [49] Effect of Spatial Scale on Soil Moisture Retrieval From Passive Microwave Sensors
    Panciera, R.
    Walker, J. P.
    Kim, E.
    Kalma, J.
    Merlin, O.
    MODSIM 2007: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: LAND, WATER AND ENVIRONMENTAL MANAGEMENT: INTEGRATED SYSTEMS FOR SUSTAINABILITY, 2007, : 2576 - 2582
  • [50] A discrete model to evaluate vegetation effect in passive microwave soil moisture retrieval
    Zhang, ZJ
    Sun, GQ
    Zhang, LX
    IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 1338 - 1340
12345