Titlebook: Remote Sensing of Plant Biodiversity; Jeannine Cavender-Bares,John A. Gamon,Philip A. To Book‘‘‘‘‘‘‘‘ 2020 The Editor(s) (if applicable) a

憎惡

NAV

negotiable

Prospects and Pitfalls for Spectroscopic Remote Sensing of Biodiversity at the Global Scale,mprehensively sample space and change over time. Spectroscopic data will be peta-scale or larger, perhaps as much as 10?TB per day, and the data themselves will be high dimensional, requiring and allowing advanced big data techniques to be fully exploited. These data raise specific challenges such a

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債務

Conducive

Scaling Functional Traits from Leaves to Canopies,the general methods for scaling and mapping functional traits, including empirical and radiative transfer model (RTM) approaches. We complete the chapter with a discussion of other key considerations, such as field sampling protocols, as well as current caveats and future opportunities.

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Linking Foliar Traits to Belowground Processes,gical questions that were previously prohibitively expensive to address. Key to these potential advances is the idea that remotely sensed vegetation spectra and plant chemistry can provide detailed information about the function of belowground processes beyond what traditional field sampling can provide.

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Remote Detection of Invasive Alien Species,invasive plant species across terrestrial, riparian, aquatic, and human-modified ecosystems. All of these environments have unique species assemblages and their own optimal methodology for effective detection and mapping, which we discuss in detail.

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cancellous-bone

Integrating Biodiversity, Remote Sensing, and Auxiliary Information for the Study of Ecosystem Func about ecosystem functioning and inform the conservation of biodiversity. We discuss concepts, data, and methods necessary to assess plant species and ecosystem properties across scales of space and time and provide a critical discussion of outstanding issues.