Estimating crop stresses, aboveground dry biomass and yield of corn using multi-temporal optical data combined with a radiation use efficiency model

No abstract is available for this paper.

• Publication year

  2010

• Venue

  Remote Sensing of Environment

• Publication date

  2010-06-15

• Fields of study

  Agricultural and Food Sciences, Environmental Science

• Identifiers
  DOI 10.1016/J.RSE.2010.01.004
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2008influential reference
• Corn‐yield estimation through assimilation of remotely sensed data into the CSM‐CERES‐Maize model

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