We consider the Global Navigation Satellite System Reflectometry (GNSS-R) for land applications. A distinct feature of land is that the topography has multiple elevations. The rms of elevations is in meters causing random phases between different elevations, which affect the coherent wave that has definite phase and the Fresnel zone effects as shown previously by a Kirchhoff numerical simulator (KA simulator). In this paper, we develop a physical patch model that is computationally efficient. The entire area within the footprint is divided into patches. Each patch is small enough to satisfy the plane wave incidence and is large enough to ignore mutual wave interactions between patches. The bistatic scattering cross section of each patch for the coherent and incoherent field is computed. The bistatic cross section of plane wave incidence is obtained from lookup tables (LUTs) of the numerical 3D solution of Maxwell equations (NMM3D). The SWC represents the summation of weighted coherent fields over patches. The SWICI represents the summation of weighted incoherent intensities over patches. The formula of the received power is the sum of powers from the SWC and SWICI (the SWC/SWICI formula). The weighting factor of each patch is based on the geometry, spherical waves, and the considerations of field amplitudes and phase variations. We also present an alternative formula, the "correlation" formula, using the summation of power from each physical area and correlations of SWCs from areas. The SWC/SWICI formula and the "correlation" formula are shown analytically to be the same. Results are compared with the KA simulator and two common models (the coherent model and the incoherent model). Results of the patch model are consistent with the KA simulator. For the simulation cases, the results fall between the coherent model and the incoherent model. The patch model is much more computationally efficient than the KA simulator and the results are more accurate. In examples of this paper, the patch model results are independent of patch size as long as the patch size smaller than 50 m and much larger than the wavelength of GNSS-R frequency.
机构:
Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Ferrazzoli, P.
Guerriero, L.
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Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Guerriero, L.
Pierdicca, N.
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机构:
Univ Roma La Sapienza, Dipartimento Ingn Elettron, I-00184 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Pierdicca, N.
Rahmoune, R.
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h-index: 0
机构:
Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
机构:
CALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Rodriguez-Alvarez, Nereida
Podest, Erika
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机构:
CALTECH, Jet Prop Lab, Carbon Cycle & Ecosyst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Podest, Erika
Jensen, Katherine
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Earth & Atmospher Sci, New York, NY 10031 USA
CUNY, Grad Ctr, Earth & Environm Sci Program, New York, NY 10016 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Jensen, Katherine
McDonald, Kyle C.
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h-index: 0
机构:
CALTECH, Jet Prop Lab, Carbon Cycle & Ecosyst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
CUNY City Coll, Dept Earth & Atmospher Sci, New York, NY 10031 USA
CUNY, Grad Ctr, Earth & Environm Sci Program, New York, NY 10016 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Fabra, Fran
Cardellach, Estel
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CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Cardellach, Estel
Ribo, Serni
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机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Ribo, Serni
Li, Weiqiang
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机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Li, Weiqiang
Rius, Antonio
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机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Rius, Antonio
Carlos Arco-Fernandez, Juan
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机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, Spain
ERNI Consulting Spain, Barcelona 08002, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Carlos Arco-Fernandez, Juan
Nogues-Correig, Oleguer
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机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, Spain
Spire Global UK Ltd, Glasgow G3 8JU, Lanark, ScotlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Nogues-Correig, Oleguer
Praks, Jaan
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h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Praks, Jaan
Rouhe, Erkka
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Rouhe, Erkka
Seppanen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, Finland
Finnish Meteorol Inst, FI-00101 Helsinki, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Seppanen, Jaakko
Martin-Neira, Manuel
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机构:
European Space Agcy, European Space Res & Technol Ctr, NL-2200 AG Noordwijk, NetherlandsCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Jing, Cheng
Yu, Yang
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h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Yu, Yang
Yang, Xiaofeng
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Yang, Xiaofeng
Ma, Wentao
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机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Ma, Wentao
Dong, Di
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机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Dong, Di
Li, Ziwei
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h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
机构:
Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Ferrazzoli, P.
Guerriero, L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Guerriero, L.
Pierdicca, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roma La Sapienza, Dipartimento Ingn Elettron, I-00184 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
Pierdicca, N.
Rahmoune, R.
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h-index: 0
机构:
Univ Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dipartimento Informat Sistemi & Produz, I-00133 Rome, Italy
机构:
CALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Rodriguez-Alvarez, Nereida
Podest, Erika
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Carbon Cycle & Ecosyst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Podest, Erika
Jensen, Katherine
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Earth & Atmospher Sci, New York, NY 10031 USA
CUNY, Grad Ctr, Earth & Environm Sci Program, New York, NY 10016 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
Jensen, Katherine
McDonald, Kyle C.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Carbon Cycle & Ecosyst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
CUNY City Coll, Dept Earth & Atmospher Sci, New York, NY 10031 USA
CUNY, Grad Ctr, Earth & Environm Sci Program, New York, NY 10016 USACALTECH, Jet Prop Lab, Planetary Radar Radio Sci Syst Grp, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Fabra, Fran
Cardellach, Estel
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Cardellach, Estel
Ribo, Serni
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Ribo, Serni
Li, Weiqiang
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Li, Weiqiang
Rius, Antonio
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Rius, Antonio
Carlos Arco-Fernandez, Juan
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, Spain
ERNI Consulting Spain, Barcelona 08002, SpainCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Carlos Arco-Fernandez, Juan
Nogues-Correig, Oleguer
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
IEEC, Barcelona 08034, Spain
Spire Global UK Ltd, Glasgow G3 8JU, Lanark, ScotlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Nogues-Correig, Oleguer
Praks, Jaan
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Praks, Jaan
Rouhe, Erkka
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Rouhe, Erkka
Seppanen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Elect & Nanoengn, Espoo 02150, Finland
Finnish Meteorol Inst, FI-00101 Helsinki, FinlandCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
Seppanen, Jaakko
Martin-Neira, Manuel
论文数: 0引用数: 0
h-index: 0
机构:
European Space Agcy, European Space Res & Technol Ctr, NL-2200 AG Noordwijk, NetherlandsCSIC, ICE, Inst Space Sci, Earth Observat Res Grp, Barcelona 08193, Spain
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Jing, Cheng
Yu, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Yu, Yang
Yang, Xiaofeng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Yang, Xiaofeng
Ma, Wentao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Ma, Wentao
Dong, Di
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China
Dong, Di
Li, Ziwei
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h-index: 0
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China