Study on combination of remote sensing data and ALMANAC model to retrieve crop yield

Yan Sun; Shuqing Zhang; Ce Zhang; Huapeng Li

doi:10.1109/ICAE.2011.5943871

Study on combination of remote sensing data and ALMANAC model to retrieve crop yield

Yan Sun
, Shuqing Zhang^*
, Ce Zhang
, Huapeng Li

^*Corresponding author for this work

CAS - Northeast Institute of Geography and Agricultural Ecology
University of Chinese Academy of Sciences
Harbin Normal University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

This paper takes LAI which is the key state variable of crop as combination point, achieve the assimilation between ALMANAC and MODIS LAI using simulated annealing algorithm. Compared Actual yield and assimilated ALMANAC's output, the result shows that assimilation is a feasible way to yield estimation, the result also shows that the number of external data assimilation has great impact on simulation.

Original language	English
Title of host publication	ICAE 2011 Proceedings
Subtitle of host publication	2011 International Conference on New Technology of Agricultural Engineering
Pages	613-616
Number of pages	4
DOIs	https://doi.org/10.1109/ICAE.2011.5943871
State	Published - 2011
Externally published	Yes
Event	2011 International Conference on New Technology of Agricultural Engineering, ICAE 2011 - Zibo, China Duration: 27 May 2011 → 29 May 2011

Publication series

Name	ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering

Conference

Conference	2011 International Conference on New Technology of Agricultural Engineering, ICAE 2011
Country/Territory	China
City	Zibo
Period	27/05/11 → 29/05/11

Keywords

ALMANAC
Assimilation
MODIS
Remote sensing

Access to Document

10.1109/ICAE.2011.5943871

Cite this

Sun, Y., Zhang, S., Zhang, C., & Li, H. (2011). Study on combination of remote sensing data and ALMANAC model to retrieve crop yield. In ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering (pp. 613-616). Article 5943871 (ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering). https://doi.org/10.1109/ICAE.2011.5943871

@inproceedings{21c319167f1542cbbaf1b4ec32bd32b5,

title = "Study on combination of remote sensing data and ALMANAC model to retrieve crop yield",

abstract = "This paper takes LAI which is the key state variable of crop as combination point, achieve the assimilation between ALMANAC and MODIS LAI using simulated annealing algorithm. Compared Actual yield and assimilated ALMANAC's output, the result shows that assimilation is a feasible way to yield estimation, the result also shows that the number of external data assimilation has great impact on simulation.",

keywords = "ALMANAC, Assimilation, MODIS, Remote sensing",

author = "Yan Sun and Shuqing Zhang and Ce Zhang and Huapeng Li",

year = "2011",

doi = "10.1109/ICAE.2011.5943871",

language = "英语",

isbn = "9781424495757",

series = "ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering",

pages = "613--616",

booktitle = "ICAE 2011 Proceedings",

note = "2011 International Conference on New Technology of Agricultural Engineering, ICAE 2011 ; Conference date: 27-05-2011 Through 29-05-2011",

}

Sun, Y, Zhang, S, Zhang, C & Li, H 2011, Study on combination of remote sensing data and ALMANAC model to retrieve crop yield. in ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering., 5943871, ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering, pp. 613-616, 2011 International Conference on New Technology of Agricultural Engineering, ICAE 2011, Zibo, China, 27/05/11. https://doi.org/10.1109/ICAE.2011.5943871

Study on combination of remote sensing data and ALMANAC model to retrieve crop yield. / Sun, Yan; Zhang, Shuqing; Zhang, Ce et al.
ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering. 2011. p. 613-616 5943871 (ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Study on combination of remote sensing data and ALMANAC model to retrieve crop yield

AU - Sun, Yan

AU - Zhang, Shuqing

AU - Zhang, Ce

AU - Li, Huapeng

PY - 2011

Y1 - 2011

N2 - This paper takes LAI which is the key state variable of crop as combination point, achieve the assimilation between ALMANAC and MODIS LAI using simulated annealing algorithm. Compared Actual yield and assimilated ALMANAC's output, the result shows that assimilation is a feasible way to yield estimation, the result also shows that the number of external data assimilation has great impact on simulation.

AB - This paper takes LAI which is the key state variable of crop as combination point, achieve the assimilation between ALMANAC and MODIS LAI using simulated annealing algorithm. Compared Actual yield and assimilated ALMANAC's output, the result shows that assimilation is a feasible way to yield estimation, the result also shows that the number of external data assimilation has great impact on simulation.

KW - ALMANAC

KW - Assimilation

KW - MODIS

KW - Remote sensing

UR - https://www.scopus.com/pages/publications/79960879682

U2 - 10.1109/ICAE.2011.5943871

DO - 10.1109/ICAE.2011.5943871

M3 - 会议稿件

AN - SCOPUS:79960879682

SN - 9781424495757

T3 - ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering

SP - 613

EP - 616

BT - ICAE 2011 Proceedings

T2 - 2011 International Conference on New Technology of Agricultural Engineering, ICAE 2011

Y2 - 27 May 2011 through 29 May 2011

ER -

Sun Y, Zhang S, Zhang C, Li H. Study on combination of remote sensing data and ALMANAC model to retrieve crop yield. In ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering. 2011. p. 613-616. 5943871. (ICAE 2011 Proceedings: 2011 International Conference on New Technology of Agricultural Engineering). doi: 10.1109/ICAE.2011.5943871

Study on combination of remote sensing data and ALMANAC model to retrieve crop yield

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Keywords

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