Effectiveness of vegetation indices and UAV-multispectral imageries in assessing the response of hybrid maize (Zea mays L.) to water deficit stress under field environment

No abstract is available for this paper.

• Publication year

  2022

• Venue

  Environmental Monitoring & Assessment

• Publication date

  2022-11-19

• Fields of study

  Agricultural and Food Sciences, Medicine, Environmental Science

• Identifiers
  DOI 10.1007/s10661-022-10766-6PMID 36402920
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Evaluation of water deficit tolerance in maize genotypes using biochemical, physio-morphological changes and yield traits as multivariate cluster analysis

  2022cited by this paper
• Surface reflectance calculation and predictive models of biophysical parameters of maize crop from RG-NIR sensor on board a UAV

  2021cited by this paper
• Understanding heat and drought stress adaptation mechanisms in maize on the molecular level

  2021cited by this paper
• Stomatal conductivity, canopy temperature and evapotranspiration of maize (Zea mays L.) to water stress in Northeast China

  2021cited by this paper
• Yield estimation of soybean breeding lines under drought stress using unmanned aerial vehicle-based imagery and convolutional neural network

  2021cited by this paper
• Crop Water Stress Index (CWSI) Mapping for Evaluation of Abnormal Growth of Spring Chinese Cabbage Using Drone-based Thermal Infrared Image

  2020influential reference
• The feasibility of hand-held thermal and UAV-based multispectral imaging for canopy water status assessment and yield prediction of irrigated African eggplant (Solanum aethopicum L)

  2020cited by this paper
• Scalability of Adaptation strategies to drought stress: the case of drought tolerant maize varieties in Kenya

  2020cited by this paper
• Angle effects of vegetation indices and the influence on prediction of SPAD values in soybean and maize

  2020cited by this paper
• Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought

  2020cited by this paper
• Potassium Application Improves Grain Yield and Alleviates Drought Susceptibility in Diverse Maize Hybrids

  2020cited by this paper
• Accuracy of NDVI-derived corn yield predictions is impacted by time of sensing

  2020cited by this paper
• Adaptation strategies for maize production under climate change for semi-arid environments

  2020cited by this paper
• Above-ground vegetation indices and yield attributes of rice crop using unmanned aerial vehicle combined with ground truth measurements

  2020cited by this paper
• Yield estimation in cotton using UAV-based multi-sensor imagery

  2020cited by this paper
• Differentiating between Nitrogen and Water Deficiency in Irrigated Maize Using a UAV-Based Multi-Spectral Camera

  2020cited by this paper
• Classification of soybean leaf wilting due to drought stress using UAV-based imagery

  2020cited by this paper
• When Will Current Climate Extremes Affecting Maize Production Become the Norm?

  2019cited by this paper
• Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing

  2019influential reference
• Technological advances in maize breeding: past, present and future

  2019cited by this paper
• Using Thermography to Confirm Genotypic Variation for Drought Response in Maize

  2019cited by this paper
• Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

  2019cited by this paper
• Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture.

  2019cited by this paper
• High-throughput field phenotyping in dry bean using small unmanned aerial vehicle based multispectral imagery

  2018cited by this paper
• Detection of maize drought based on texture and morphological features

  2018cited by this paper
• Food security and climate change: the case of rainfed maize production in Mexico.

  2018cited by this paper
• Performance Assessment of Drought Tolerant Maize Hybrids under Combined Drought and Heat Stress

  2018cited by this paper
• Phenotyping Conservation Agriculture Management Effects on Ground and Aerial Remote Sensing Assessments of Maize Hybrids Performance in Zimbabwe

  2018cited by this paper
• How will East African maize yields respond to climate change and can agricultural development mitigate this response?

  2018cited by this paper
• Yield and water use of drought-tolerant maize hybrids in a semiarid environment

  2018cited by this paper
• Estimating plant distance in maize using Unmanned Aerial Vehicle (UAV)

  2018cited by this paper
• Evaluating Structural, Chlorophyll-Based and Photochemical Indices to Detect Summer Maize Responses to Continuous Water Stress

  2018influential reference
• Future warming increases probability of globally synchronized maize production shocks

  2018cited by this paper
• Comparative Aerial and Ground Based High Throughput Phenotyping for the Genetic Dissection of NDVI as a Proxy for Drought Adaptive Traits in Durum Wheat

  2018cited by this paper
• Using climate model simulations to assess the current climate risk to maize production

  2017cited by this paper
• Global alterations in areas of suitability for maize production from climate change and using a mechanistic species distribution model (CLIMEX)

  2017cited by this paper
• Leaf temperature of maize and Crop Water Stress Index with variable irrigation and nitrogen supply

  2017cited by this paper
• Leaf temperature of maize and Crop Water Stress Index with variable irrigation and nitrogen supply

  2017cited by this paper
• Measuring the impacts of adaptation strategies to drought stress: The case of drought tolerant maize varieties

  2017cited by this paper
• Impacts of water availability and drought on maize yield – A comparison of 16 indicators

  2017cited by this paper
• Potential benefits of drought and heat tolerance for adapting maize to climate change in tropical environments

  2017cited by this paper
• Impact of adoption of drought-tolerant maize varieties on total maize production in south Eastern Zimbabwe

  2017cited by this paper
• Estimation of Sugar Beet Aboveground Biomass by Band Depth Optimization of Hyperspectral Canopy Reflectance

  2017cited by this paper
• Efficacy of planting date adjustment as a cultivation strategy to cope with drought stress and increase rainfed maize yield and water-use efficiency

  2017cited by this paper
• Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service

  2016cited by this paper
• An evaluation of two active canopy sensor systems for non-destructive estimation of spring maize biomass

  2016cited by this paper
• 3D leaf water content mapping using terrestrial laser scanner backscatter intensity with radiometric correction

  2015cited by this paper
• Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize

  2015cited by this paper
• Discriminating Irrigated and Rainfed Maize with Diurnal Fluorescence and Canopy Temperature Airborne Maps

  2015cited by this paper
• On the Use of Leaf Spectral Indices to Assess Water Status and Photosynthetic Limitations in Olea europaea L. during Water-Stress and Recovery

  2014cited by this paper
• Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

  2014cited by this paper
• Leaf Rolling Reduces Photosynthetic Loss in Maize Under Severe Drought

  2014cited by this paper
• Weed Mapping in Early-Season Maize Fields Using Object-Based Analysis of Unmanned Aerial Vehicle (UAV) Images

  2013cited by this paper
• Detecting drought stress in longan tree using thermal imaging

  2013cited by this paper
• Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data

  2012cited by this paper
• Efficiency of Managed‐Stress Screening of Elite Maize Hybrids under Drought and Low Nitrogen for Yield under Rainfed Conditions in Southern Africa

  2012cited by this paper
• Effects of drought stress on phosphorus and potassium uptake dynamics in summer maize (Zea mays) throughout the growth cycle

  2012cited by this paper
• Use of thermography for high throughput phenotyping of tropical maize adaptation in water stress

  2011cited by this paper
• The normalized difference vegetation index (NDVI) Greenseeker(TM) handheld sensor: toward the integrated evaluation of crop management. Part A - Concepts and case studies

  2010cited by this paper
• Maize: A Paramount Staple Crop in the Context of Global Nutrition.

  2010cited by this paper
• THERMAL AND OTHER REMOTE SENSING OF PLANT STRESS

  2008cited by this paper
• Development of a two-band enhanced vegetation index without a blue band

  2008cited by this paper
• Glycinebetaine accumulation, physiological characterizations and growth efficiency in salt-tolerant and salt-sensitive lines of indica rice (Oryza sativa L. ssp. indica) in response to salt stress

  2007cited by this paper
• Active remote sensing and grain yield in irrigated maize

  2007cited by this paper
• In-Season Prediction of Corn Grain Yield Potential Using Normalized Difference Vegetation Index

  2006cited by this paper
• Could plant leaves be treated as Lambertian surfaces in dense crop canopies to estimate light absorption

  2006cited by this paper
• Chlorophyll fluorescence--a practical guide.

  2000cited by this paper
• Use of Chlorophyll Meter Sufficiency Indices for Nitrogen Management of Irrigated Rice in Asia

  2000cited by this paper
• Antioxidative defense system, pigment composition, and photosynthetic efficiency in two wheat cultivars subjected to drought

  1999cited by this paper
• Remote sensing of chlorophyll concentration in higher plant leaves

  1998cited by this paper
• Optimization of soil-adjusted vegetation indices

  1996cited by this paper
• Red and photographic infrared linear combinations for monitoring vegetation

  1979cited by this paper

• SPAD Retrieval of Jujube Canopy Using UAV-Based Multispectral and RGB Features with Genetic Algorithm–Optimized Ensemble Learning

  2026cites this paper
• Modern tools for sustainable agriculture: a review of intelligent crop protection technologies

  2026cites this paper
• Microbial Allies from the Cold: Antarctic Fungal Endophytes Improve Maize Performance in Water-Limited Fields

  2025cites this paper
• Explainable machine learning models for corn yield prediction using UAV multispectral data

  2025cites this paper
• Integrating UAV-Derived Diameter Estimations and Machine Learning for Precision Cabbage Yield Mapping

  2025cites this paper
• Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models

  2025cites this paper
• How to characterize the decline of natural Pinus sylvestris var. Mongolica forests on sandy land?

  2025cites this paper
• A survey on advances and insights of image analysis techniques for phenotyping in maize research: systematic review

  2025cites this paper
• Assessment of the Genetic Architecture at Early-Stage Drought Tolerance in Wheat Using UAV-Based Multispectral Imaging

  2025cites this paper
• Physiological and UAV-based spectral responses of soybean genotypes under drought stress and their application in biomass prediction

  2025cites this paper
• Hyperspectral Sensing and Machine Learning for Early Detection of Cereal Leaf Beetle Damage in Wheat: Insights for Precision Pest Management

  2025cites this paper
• Multimodal deep fusion model based on Transformer and multi-layer residuals for assessing the competitiveness of weeds in farmland ecosystems

  2024cites this paper
• Comparing Machine Learning Algorithms for Estimating the Maize Crop Water Stress Index (CWSI) Using UAV-Acquired Remotely Sensed Data in Smallholder Croplands

  2024cites this paper
• A global dataset for assessing nitrogen-related plant traits using drone imagery in major field crop species

  2024cites this paper
• Precise Positioning in Nitrogen Fertility Sensing in Maize (Zea mays L.)

  2024cites this paper
• Determining the optimal time window to detect emerald ash borer damage for effective management.

  2024cites this paper
• Assessing the Impact of UAV Flight Altitudes on the Accuracy of Multispectral Indices

  2024cites this paper
• Evaluating land use ımpact on evapotranspiration in Yellow River Basin China through a novel GSEBAL model: a remote sensing perspective

  2024cites this paper
• Multi-Stage Corn Yield Prediction Using High-Resolution UAV Multispectral Data and Machine Learning Models

  2023cites this paper
• Enhancing leaf area index and biomass estimation in maize with feature augmentation from unmanned aerial vehicle-based nadir and cross-circling oblique photography

  2023cites this paper