Research graph
References from A camera calibration method driven by unmanned aerial vehicles and high-precision estimation of maize SPAD values under adverse conditions. Local targets link to admitted publications; unresolved targets remain external evidence.
Prediction of vertical distribution of SPAD values within maize canopy based on unmanned aerial vehicles multispectral imagery
10.3389/fpls.2023.1253536 · 2023 · External reference
Vegetation growth monitoring based on ground-based visible light images from different views
10.3389/fenvs.2024.1439045 · 2025 · External reference
Comparative performance of aerial RGB vs. ground hyperspectral indices for evaluating water and nitrogen status in sweet maize
10.3390/agronomy14030562 · 2024 · External reference
A reinforced random forest model for enhanced crop yield prediction by integrating agrarian parameters
10.1007/s12652-020-02752-y · 2021 · External reference
Time series of a forest canopy: detecting changes using the visible atmospherically resistant index and a low-cost drone
2024 · External reference
Meta-analysis of unmanned aerial vehicle (UAV) imagery for agro-environmental monitoring using machine learning and statistical models
10.3390/rs12213511 · 2020 · External reference
Drought management: Current challenges and future outlook
2017 · External reference
Integrating global crop models with knowledge graphs: Evolution, comparison, and future directions
10.1016/j.agwat.2026.110732 · 2026 · External reference
Phenotyping conservation agriculture management effects on ground and aerial remote sensing assessments of maize hybrids performance in Zimbabwe
10.3390/rs10020349 · 2018 · External reference
Regularized learning framework in the estimation of reflectance spectra from camera responses
10.1364/josaa.24.002673 · 2007 · External reference
Rapid and nondestructive evaluation of rice SPAD value under disease stress using hyperspectral imaging sensors
10.1155/2024/3063206 · 2024 · External reference
Multi-source data fusion for estimating maize leaf area index over the whole growing season under different mulching and irrigation conditions
10.1016/j.fcr.2023.109111 · 2023 · External reference
Wheat yield estimation based on unmanned aerial vehicle multispectral images and texture feature indices
10.3390/agriculture14020167 · 2024 · External reference
Effects of nitrogen application rates on the spatio-temporal variation of leaf SPAD readings on the maize canopy
10.1017/s0021859621001052 · 2022 · External reference
Unmanned Aerial Vehicle Remote Sensing for Antarctic Research: A review of progress, current applications, and future use cases
10.1109/mgrs.2022.3227056 · 2023 · External reference
Hydrological effects of cropland and climatic changes in arid and semi-arid river basins: a case study from the Yellow River basin, China
10.1016/j.jhydrol.2017.04.024 · 2017 · External reference
Feature transformation and statistical calibration for cross-domain few-shot classification
10.1016/j.engappai.2025.111181 · 2025 · External reference
UAV multispectral remote sensing for the estimation of SPAD values at various growth stages of maize under different irrigation levels
10.1016/j.compag.2024.109566 · 2024 · External reference
Developing a new method of transformation for obtaining XYZ color values from RGB images for agricultural applications
10.3390/s24237728 · 2024 · External reference
Unmanned air vehicle based high resolution imagery for chlorophyll estimation using spectrally modified vegetation indices in vertical hierarchy of citrus grove
10.1016/j.rsase.2021.100596 · 2021 · External reference
Semantic segmentation for UAV low-light scenes based on deep learning and thermal infrared image features
10.1080/01431161.2024.2357842 · 2024 · External reference
Maize: a paramount staple crop in the context of global nutrition
10.1111/j.1541-4337.2010.00117.x · 2010 · External reference
Chlorophylls: Chemistry and biological functions
10.1002/9781119158042.ch14 · 2017 · External reference
Maize leaf disease detection using convolutional neural network: a mobile application based on pre-trained VGG16 architecture
10.1080/01140671.2024.2385813 · 2025 · External reference
SPAD dynamics in maize crop with precision nitrogen management under rain-fed and irrigated conditions
10.1038/s41598-025-05255-y · 2025 · External reference
Deep learning with RGB and thermal images onboard a drone for monitoring operations
10.1002/rob.22082 · 2022 · External reference
Estimating rice SPAD values via multi-sensor data fusion of multispectral and RGB cameras using machine learning with a phenotyping robot
10.3390/rs17173069 · 2025 · External reference
SPAD leaf greenness index: Green mass yield indicator of maize (Zea mays L.), genetic and agriculture practice relationship
10.3390/plants10050830 · 2021 · External reference
Tackling heterogeneous light detection and ranging-camera alignment challenges in dynamic environments: A review for object detection
10.3390/s24237855 · 2024 · External reference
Identification and comprehensive evaluation of resistant weeds using unmanned aerial vehicle-based multispectral imagery
10.3389/fpls.2022.938604 · 2022 · External reference
Estimating the SPAD of litchi in the growth period and autumn shoot period based on UAV multi-spectrum
10.3390/rs15245767 · 2023 · External reference
Classification of desert steppe species based on unmanned aerial vehicle hyperspectral remote sensing and continuum removal vegetation indices
10.1016/j.ijleo.2021.167877 · 2021 · External reference
Remote sensing image segmentation by combining spectral and texture features
10.1109/tgrs.2012.2234755 · 2013 · External reference
Spectral technology and multispectral imaging for estimating the photosynthetic pigments and SPAD of the Chinese cabbage based on machine learning
10.1016/j.compag.2022.106814 · 2022 · External reference
Enhanced retrieval of forest parameters for vegetated areas in Guangxi province of China through synergistic integration of GEDI and Landsat 8
10.48130/smartfor-0026-0006 · 2026 · External reference
Integrated satellite, unmanned aerial vehicle (UAV) and ground inversion of the SPAD of winter wheat in the reviving stage
10.3390/s19071485 · 2019 · External reference
Evaluation of RGB, color-infrared and multispectral images acquired from unmanned aerial systems for the estimation of nitrogen accumulation in rice
10.3390/rs10060824 · 2018 · External reference
The effect of organic and inorganic nitrogen combined application on photosynthesis and antioxidant characteristics of corn in salt-affected soilsA sustainable fertilization strategy to boost maize yield and photosynthetic resilience in saline soils
10.3389/fpls.2025.1587533 · 2025 · External reference
