Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

No abstract is available for this paper.

• Publication year

  2012

• Venue

  Remote Sensing of Environment

• Publication date

  2012-02-15

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1016/J.RSE.2011.10.007
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Modeling the impact of spectral sensor configurations on the FLD retrieval accuracy of sun-induced chlorophyll fluorescence

  2011influential reference
• Assessing structural effects on PRI for stress detection in conifer forests

  2011influential reference
• Grape quality assessment in vineyards affected by iron deficiency chlorosis using narrow-band physiological remote sensing indices

  2010cited by this paper
• Detecting water stress effects on fruit quality in orchards with time-series PRI airborne imagery

  2010influential reference
• Performance of spectral fitting methods for vegetation fluorescence quantification

  2010cited by this paper
• Developments for vegetation fluorescence retrieval from spaceborne high‐resolution spectrometry in the O2‐A and O2‐B absorption bands

  2010cited by this paper
• Modelling PRI for water stress detection using radiative transfer models

  2009cited by this paper
• Mapping canopy conductance and CWSI in olive orchards using high resolution thermal remote sensing imagery

  2009influential reference
• Imaging chlorophyll fluorescence with an airborne narrow-band multispectral camera for vegetation stress detection

  2009influential reference
• Evaporation and canopy conductance of citrus orchards

  2009cited by this paper
• Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications

  2009cited by this paper
• Discriminating irrigated and rainfed olive orchards with thermal ASTER imagery and DART 3D simulation.

  2009cited by this paper
• Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

  2009influential reference
• Leaf level early assessment of ozone injuries by passive fluorescence and photochemical reflectance index

  2008cited by this paper
• Chlorophyll fluorescence emission spectrum inside a leaf

  2008cited by this paper
• Assessing Steady-state Fluorescence and PRI from Hyperspectral Proximal Sensing as Early Indicators of Plant Stress: The Case of Ozone Exposure

  2008cited by this paper
• Photochemistry, remotely sensed physiological reflectance index and de-epoxidation state of the xanthophyll cycle in Quercus coccifera under intense drought

  2008cited by this paper
• Assessing Canopy PRI for Water Stress detection with Diurnal Airborne Imagery

  2008influential reference
• Annual variation of the steady-state chlorophyll fluorescence emission of evergreen plants in temperate zone.

  2008cited by this paper
• A new era in remote sensing of crops with unmanned robots

  2008influential reference
• Monitoring yield and fruit quality parameters in open-canopy tree crops under water stress. Implications for ASTER

  2007cited by this paper
• Deficit irrigation for reducing agricultural water use.

  2006cited by this paper
• Leaf level detection of solar induced chlorophyll fluorescence by means of a subnanometer resolution spectroradiometer

  2006cited by this paper
• Detection of water stress in an olive orchard with thermal remote sensing imagery

  2006influential reference
• FluorMODgui V3.0: A graphic user interface for the spectral simulation of leaf and canopy chlorophyll fluorescence

  2006cited by this paper
• Detection of water stress in orchard trees with a high-resolution spectrometer through chlorophyll fluorescence in-filling of the O/sub 2/-A band

  2005influential reference
• Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy

  2005cited by this paper
• Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture

  2004influential reference
• A new instrument for passive remote sensing 1. Measurements of sunlight-induced chlorophyll fluorescence

  2004influential reference
• Extension of SAIL to model solar - induced canopy fluorescence spectra

  2004influential reference
• A new instrument for passive remote sensing 1 . Measurements of sunlight-induced chlorophyll fluorescence

  2004cited by this paper
• Progress on the development of an integrated canopy fluorescence model

  2003cited by this paper
• Peach Tree Response to Single and Combined Regulated Deficit Irrigation Regimes under Shallow Soils

  2003cited by this paper
• REGULATED DEFICIT IRRIGATION IN PEACH. A GLOBAL ANALYSIS

  2002cited by this paper
• Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture

  2002influential reference
• The Photochemical Reflectance Index (PRI) as a water-stress index

  2002influential reference
• Proposed reference irradiance spectra for solar energy systems testing

  2002influential reference
• Steady-state chlorophyll fluorescence (Fs) measurements as a tool to follow variations of net CO2 assimilation and stomatal conductance during water-stress in C3 plants.

  2002cited by this paper
• Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data

  2001influential reference
• Plant Water Relationships

  2001cited by this paper
• Parameterized transmittance model for direct beam and circumsolar spectral irradiance

  2001cited by this paper
• Chlorophyll fluorescence effects on vegetation apparent reflectance: II. laboratory and airborne canopy-level measurements with hyperspectral data.

  2000cited by this paper
• Steady-State and Maximum Chlorophyll Fluorescence Responses to Water Stress in Grapevine Leaves: A New Remote Sensing System

  2000cited by this paper
• Water stress induces different levels of photosynthesis and electron transport rate regulation in grapevines

  1999cited by this paper
• Evaluation of Vegetation Indices and a Modified Simple Ratio for Boreal Applications

  1996influential reference
• Detection of vegetation stress via a new high resolution fluorescence imaging system

  1996cited by this paper
• Photosynthesis as a Tool for Indicating Temperature Stress Events

  1995cited by this paper
• Estimating PAR absorbed by vegetation from bidirectional reflectance measurements

  1995influential reference
• Plant Water Status and Fruit Quality in `Braeburn' Apples

  1994cited by this paper
• Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index

  1994cited by this paper
• Irrigation Regimes Affect Fruit Soluble Solids Concentration and Rate of Water Loss of `O'Henry' Peaches

  1994cited by this paper
• Chlorophyll fluorescence as a nonintrusive indicator for rapid assessment of in vivo photosynthesis

  1994cited by this paper
• Red edge spectral measurements from sugar maple leaves

  1993influential reference
• A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency

  1992influential reference
• The Kautsky effect: 60 years of chlorophyll fluorescence induction kinetics.

  1992cited by this paper
• The Role of Chlorophyll Fluorescence in The Detection of Stress Conditions in Plants

  1988cited by this paper
• Rapid assessment of stress effects on plant leaves by chlorophyll fluorescence measurements

  1987cited by this paper
• Chlorophyll fluorescence as a tool in plant physiology

  1984cited by this paper
• Canopy Temperature and Crop Water Stress

  1982cited by this paper
• Canopy temperature as a crop water stress indicator

  1981cited by this paper
• Normalizing the stress-degree-day parameter for environmental variability☆

  1981cited by this paper
• Remote sensing of the environment

  1980cited by this paper
• RECOVERY OF ORANGE TREES FOLLOWING SEVERE WATER STRESS

  1979cited by this paper
• Extending the "degree day" concept of plant phenological development to include water stress effects

  1978cited by this paper
• Wheat canopy temperature: A practical tool for evaluating water requirements

  1977cited by this paper
• Water and plant life : problems and modern approaches

  1976cited by this paper
• 6 – Chlorophyll Fluorescence: An Intrinsic Probe of Photosynthesis

  1975cited by this paper
• Regulation of Water Loss by Citrus Leaves

  1975cited by this paper
• Monitoring the Vernal Advancement and Retrogradation (Green Wave Effect) of Natural Vegetation. [Great Plains Corridor]

  1973cited by this paper
• Derivation of leaf-area index from quality of light on the forest floor

  1969cited by this paper
• Infrared Thermometry of Vegetation1

  1966cited by this paper
• Moisture Storage and Spring Wheat Yields on Level‐Bench Terraces as Influenced by Contributing Area Cover and Evaporation Control1

  1966cited by this paper
• Plant Temperatures 1

  1963cited by this paper

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