基于微波冠层散射模型的水稻生物量遥感估算
为寻求有效的水稻生物量估算方法,尝试开发了微波冠层散射模型。将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,结合遗传算法优化工具,从星载微波雷达遥感ALOS/PALSAR数据反演水稻的结构参数,进而对水稻生物量进行了空间制图。结果显示,模拟的水稻冠层后向散射系数误差在1 dB以内,估算的水稻生物量的误差小于200 g/m2。表明利用微波遥感机理模型反演水稻结构参数和估算水稻生物量具有应用潜力。...
Saved in:
| Published in | 农业工程学报 Vol. 27; no. 9; pp. 100 - 105 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | Chinese |
| Published |
华东师范大学资源与环境科学学院,上海200062
2011
中国科学院东北地理与农业生态研究所,长春130012 浙江大学环境与资源学院,杭州310058%浙江大学环境与资源学院,杭州,310058 |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1002-6819 |
| DOI | 10.3969/j.issn.1002-6819.2011.09.019 |
Cover
| Abstract | 为寻求有效的水稻生物量估算方法,尝试开发了微波冠层散射模型。将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,结合遗传算法优化工具,从星载微波雷达遥感ALOS/PALSAR数据反演水稻的结构参数,进而对水稻生物量进行了空间制图。结果显示,模拟的水稻冠层后向散射系数误差在1 dB以内,估算的水稻生物量的误差小于200 g/m2。表明利用微波遥感机理模型反演水稻结构参数和估算水稻生物量具有应用潜力。 |
|---|---|
| AbstractList | 为寻求有效的水稻生物量估算方法,尝试开发了微波冠层散射模型。将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,结合遗传算法优化工具,从星载微波雷达遥感ALOS/PALSAR数据反演水稻的结构参数,进而对水稻生物量进行了空间制图。结果显示,模拟的水稻冠层后向散射系数误差在1 dB以内,估算的水稻生物量的误差小于200 g/m2。表明利用微波遥感机理模型反演水稻结构参数和估算水稻生物量具有应用潜力。 TP79%TP722.6; 为寻求有效的水稻牛物量估算方法,尝试开发了微波冠层散射模型.将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,结合遗传算法优化工具,从星载微波雷达遥感ALOS/PALSAR 数据反演水稻的结构参数,进而对水稻生物量进行了空间制图.结果显示,模拟的水稻冠层后向散射系数误差在1 dB以内,估算的水稻生物量的误差小于200 g/m2.表明利用微波遥感机理模型反演水稻结构参数和估算水稻生物量具有应用潜力. |
| Author | 张远 张中浩 苏世亮 吴嘉平 |
| AuthorAffiliation | 华东师范大学资源与环境科学学院,上海200062 中国科学院东北地理与农业生态研究所,长春130012 浙江大学环境与资源学院,杭州310058 |
| AuthorAffiliation_xml | – name: 华东师范大学资源与环境科学学院,上海200062;中国科学院东北地理与农业生态研究所,长春130012;浙江大学环境与资源学院,杭州310058%浙江大学环境与资源学院,杭州,310058 |
| Author_FL | Su Shiliang Zhang Yuan Zhang Zhonghao Wu Jiaping |
| Author_FL_xml | – sequence: 1 fullname: Zhang Yuan – sequence: 2 fullname: Zhang Zhonghao – sequence: 3 fullname: Su Shiliang – sequence: 4 fullname: Wu Jiaping |
| Author_xml | – sequence: 1 fullname: 张远 张中浩 苏世亮 吴嘉平 |
| BookMark | eNo9j8tKw0AYhWdRwap9CEFwlfjPNRlwI8UbFNx0XyaTpKboVBtEu1SKIoJuFMGF9YJQN6Wiqyo-TZPQtzBScXXg8HEO3wwqmKYJEFrAYFMp5FLDjuLY2BiAWMLF0iaAsQ3SBiwLqPjfT6NSHEcecEwdAIaLaDnpDkfDy-S7n74_JacPydtJevOcDDpp7zG5v8juOungI-t9Ztfd7Px1fHY1Pn5JO93R1yDr386hqVDtxEHpL2dRdW21Wt6wKlvrm-WViqW5Ky3lUs0VUz7zQRHwsdY8cLkQTqC4QwJBCQ8V9rlDifB8CKUHHnNdJhwliXbpLFqczB4qEypTrzWaBy2TH9ZMu66PvF9ZkLlqTs5PSL3dNPX9KGf3WtGuarVrVFJKmGD0B2U-blw |
| ClassificationCodes | TP79%TP722.6 |
| ContentType | Journal Article |
| Copyright | Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| Copyright_xml | – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| DBID | 2RA 92L CQIGP W95 ~WA 2B. 4A8 92I 93N PSX TCJ |
| DOI | 10.3969/j.issn.1002-6819.2011.09.019 |
| DatabaseName | 维普期刊资源整合服务平台 中文科技期刊数据库-CALIS站点 维普中文期刊数据库 中文科技期刊数据库-农业科学 中文科技期刊数据库- 镜像站点 Wanfang Data Journals - Hong Kong WANFANG Data Centre Wanfang Data Journals 万方数据期刊 - 香港版 China Online Journals (COJ) China Online Journals (COJ) |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Agriculture |
| DocumentTitleAlternate | Remote sensing estimation of paddy rice biomass based on microwave canopy scattering model |
| DocumentTitle_FL | Remote sensing estimation of paddy rice biomass based on microwave canopy scattering model |
| EndPage | 105 |
| ExternalDocumentID | nygcxb201109019 39332464 |
| GrantInformation_xml | – fundername: 国家自然科学基金 funderid: (41001202) |
| GroupedDBID | -04 2B. 2B~ 2RA 5XA 5XE 92G 92I 92L ABDBF ABJNI ACGFO ACGFS AEGXH AIAGR ALMA_UNASSIGNED_HOLDINGS CCEZO CHDYS CQIGP CW9 EOJEC FIJ IPNFZ OBODZ RIG TCJ TGD TUS U1G U5N W95 ~WA 4A8 93N ACUHS PSX |
| ID | FETCH-LOGICAL-c589-a83c5a4ad4d0a20d1cc5e85667ea572e6325fa1d57326bd0f9b0b488467a92c83 |
| ISSN | 1002-6819 |
| IngestDate | Thu May 29 04:04:16 EDT 2025 Wed Feb 14 09:54:30 EST 2024 |
| IsPeerReviewed | false |
| IsScholarly | true |
| Issue | 9 |
| Keywords | 水稻 结构参数 生物量 遥感 散射模型 模型 |
| Language | Chinese |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c589-a83c5a4ad4d0a20d1cc5e85667ea572e6325fa1d57326bd0f9b0b488467a92c83 |
| Notes | 11-2047/S Zhang Yuan,Zhang Zhonghao,Su Shiliang,Wu Jiaping （1.School of Resources and Environmental Science,East China Normal University,Shanghai 200062,China;2.Research Center of Remote Sensing and Geoscience,Northeast Institute of Geography and Agroecology of CAS,Changchun 130012,China;3.College of Environmental and Resources Sciences,Zhejiang University,Hangzhou 310029,China） remote sensing; model; biomass; paddy rice; scattering model; structural parameters A microwave canopy scattering model was developed for estimating rice biomass effectively. Taking paddy rice biophysical parameters measured in field survey as inputs of modified microwave canopy scattering model to simulate backscattering coefficient of paddy rice canopy, the modified model was integrated with generic algorithm optimization tool （GAOT） for the inversion of rice biophysical parameters from radar data ALOS/PALSAR. And then, a rice biomass map was generated. The results showed that the estimation error of rice canopy backscattering coeffici |
| PageCount | 6 |
| ParticipantIDs | wanfang_journals_nygcxb201109019 chongqing_primary_39332464 |
| PublicationCentury | 2000 |
| PublicationDate | 2011 |
| PublicationDateYYYYMMDD | 2011-01-01 |
| PublicationDate_xml | – year: 2011 text: 2011 |
| PublicationDecade | 2010 |
| PublicationTitle | 农业工程学报 |
| PublicationTitleAlternate | Transactions of the Chinese Society of Agricultural Engineering |
| PublicationTitle_FL | Transactions of the Chinese Society of Agricultural Engineering |
| PublicationYear | 2011 |
| Publisher | 华东师范大学资源与环境科学学院,上海200062 中国科学院东北地理与农业生态研究所,长春130012 浙江大学环境与资源学院,杭州310058%浙江大学环境与资源学院,杭州,310058 |
| Publisher_xml | – name: 中国科学院东北地理与农业生态研究所,长春130012 – name: 浙江大学环境与资源学院,杭州310058%浙江大学环境与资源学院,杭州,310058 – name: 华东师范大学资源与环境科学学院,上海200062 |
| SSID | ssib051370041 ssib017478172 ssj0041925 ssib001101065 ssib023167668 |
| Score | 1.9366158 |
| Snippet | 为寻求有效的水稻生物量估算方法,尝试开发了微波冠层散射模型。将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,结合遗传算法优... TP79%TP722.6; 为寻求有效的水稻牛物量估算方法,尝试开发了微波冠层散射模型.将实测的水稻结构参数作为输入变量,运行微波冠层散射的改进模型来模拟水稻冠层后向散射系数,... |
| SourceID | wanfang chongqing |
| SourceType | Aggregation Database Publisher |
| StartPage | 100 |
| SubjectTerms | 散射模型 模型 水稻 生物量 结构参数 遥感 |
| Title | 基于微波冠层散射模型的水稻生物量遥感估算 |
| URI | http://lib.cqvip.com/qk/90712X/201109/39332464.html https://d.wanfangdata.com.cn/periodical/nygcxb201109019 |
| Volume | 27 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVALS databaseName: IngentaConnect Open Access Journals issn: 1002-6819 databaseCode: FIJ dateStart: 20090101 customDbUrl: isFulltext: true dateEnd: 20151231 titleUrlDefault: http://www.ingentaconnect.com/content/title?j_type=online&j_startat=Aa&j_endat=Af&j_pagesize=200&j_page=1 omitProxy: true ssIdentifier: ssj0041925 providerName: Ingenta |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnR1NaxQxNLQVRA_iJ7Z-0ENznDqTmckk4CWznaUW9FSht2UmO7M9bbVuQXtTiiKCXhTBg1WLUC-loqcq_pruLv0XvpfJ7o5a_IIlhJf3lfcmk5ds8oaQmdTn3M1D5jSFLpwg8GHMaTd1CiG8iGueZSaR9vUbfP5msLAULo2Nb1VOLa11slm9fui9kv_xKsDAr3hL9h88O2QKAKiDf6EED0P5Vz6mSUhlncaKJgGWIkFInFAFFU5jnyqGEMGpck2TRwXDJhlS5RuIS0WAECWo8gzDhIqYJhGVyjYBThwgBHDisilAuVARkipJE0kF1Oum4lEVIpUocUCxGnJA8oSWp2QH0bDVTdYMmkCJqFJkOBhxqAmoOkcVNzwVNA2eEYNbMz0DverA5pAWwxfosRvASI5QDHNRH4jm1oYqqXKRZdehIrCvyFeCXat7Jd5ol8T0Z864oWRaMxRAKoy8GhXG6CqgKqp0TKBu1tYKZZbkyCfCUtUNMjPkEdJKr0I-rEgqJaKxgUHBXmXH48hclqrs8WJSXIcLO5PYSapMoGAHo6zMOJ7rVoIXz9xh_2Ve9CWXZl5EAbNDATaDrZx1rbAfM4-377X03cxEiBA1ynFyhEUQzmEu1WsLo5jbw22F4aTAMLUCH61hQ8_HLygMz13hqYPQHEGwShwlM1bDK7_TD3OfLK-0W7chojMX7NpF2m5VYsHFk-SEXcRNq3JEniJj68unyXHVWrWJbPIz5Gp3c29_72n3207v07vuwzfdjw96L7a6uxu97bfd10_6rzZ6u5_721_6zzf7jz8cPHp2cP99b2Nz_-tuf-flWbJYTxZr8479UomjQyGdVPg6TIO0GTTdlLlNT-swF7BQivI0jFjOfRYWqdcMI1gsZU23kJkL70AM_VPJtPDPkYn2Sjs_T6ZZyiKd5SlnOg3CAqL5DB4QrUXRLMCs7iSZGpqhcatMSNPwpQ_rIh5Mkmlrl4Z9S91p_OTEqT-jXCDHyj9O8HeRTHRW1_JLEHl3ssvG898BgmikPQ |
| linkProvider | Ingenta |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=%E5%9F%BA%E4%BA%8E%E5%BE%AE%E6%B3%A2%E5%86%A0%E5%B1%82%E6%95%A3%E5%B0%84%E6%A8%A1%E5%9E%8B%E7%9A%84%E6%B0%B4%E7%A8%BB%E7%94%9F%E7%89%A9%E9%87%8F%E9%81%A5%E6%84%9F%E4%BC%B0%E7%AE%97&rft.jtitle=%E5%86%9C%E4%B8%9A%E5%B7%A5%E7%A8%8B%E5%AD%A6%E6%8A%A5&rft.au=%E5%BC%A0%E8%BF%9C&rft.au=%E5%BC%A0%E4%B8%AD%E6%B5%A9&rft.au=%E8%8B%8F%E4%B8%96%E4%BA%AE&rft.au=%E5%90%B4%E5%98%89%E5%B9%B3&rft.date=2011&rft.pub=%E5%8D%8E%E4%B8%9C%E5%B8%88%E8%8C%83%E5%A4%A7%E5%AD%A6%E8%B5%84%E6%BA%90%E4%B8%8E%E7%8E%AF%E5%A2%83%E7%A7%91%E5%AD%A6%E5%AD%A6%E9%99%A2%2C%E4%B8%8A%E6%B5%B7200062&rft.issn=1002-6819&rft.volume=27&rft.issue=9&rft.spage=100&rft.epage=105&rft_id=info:doi/10.3969%2Fj.issn.1002-6819.2011.09.019&rft.externalDocID=nygcxb201109019 |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fimage.cqvip.com%2Fvip1000%2Fqk%2F90712X%2F90712X.jpg http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fnygcxb%2Fnygcxb.jpg |