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621 Results Found

  • Article
  • Open Access
20 Citations
4,370 Views
19 Pages

23 December 2020

Chemical spill accidents lead to environmental problems, especially for plants. Plant vegetation assessment is necessary after a chemical accident; however, conventional methods can be inaccurate and time-consuming. This study used the vegetation ind...

  • Article
  • Open Access
12 Citations
8,536 Views
22 Pages

2 July 2010

Measurements of the fraction of vegetation cover (FVC), retrieved from remotely sensed reflectance spectra, serves as a useful measure of land cover changes on the regional and global scales. A linear mixture model (LMM) is frequently employed to ana...

  • Article
  • Open Access
8 Citations
3,107 Views
14 Pages

29 April 2022

Remote sensing fractional vegetation cover (FVC) requires both finer-resolution and high-frequency in climate and ecosystem research. The increasing availability of finer-resolution (≤ 30 m) remote sensing data makes this possible. However, data f...

  • Article
  • Open Access
19 Citations
15,451 Views
21 Pages

Mapping Vegetation Index-Derived Actual Evapotranspiration across Croplands Using the Google Earth Engine Platform

  • Neda Abbasi,
  • Hamideh Nouri,
  • Kamel Didan,
  • Armando Barreto-Muñoz,
  • Sattar Chavoshi Borujeni,
  • Christian Opp,
  • Pamela Nagler,
  • Prasad S. Thenkabail and
  • Stefan Siebert

12 February 2023

Precise knowledge of crop water consumption is essential to better manage agricultural water use, particularly in regions where most countries struggle with increasing water and food insecurity. Approaches such as cloud computing and remote sensing (...

  • Article
  • Open Access
55 Citations
9,782 Views
19 Pages

7 August 2020

In recent years, the use of unmanned aerial vehicles (UAVs) has received increasing attention in remote sensing, vegetation monitoring, vegetation index (VI) mapping, precision agriculture, etc. It has many advantages, such as high spatial resolution...

  • Article
  • Open Access
2 Citations
4,029 Views
23 Pages

8 July 2019

Differences between the wavelength band specifications of distinct sensors introduce systematic differences into the values of a spectral vegetation index (VI). Such relative errors must be minimized algorithmically after data acquisition, based on a...

  • Article
  • Open Access
26 Citations
14,047 Views
20 Pages

7 October 2008

The VI-Ts diagram determined by the scatter points of the vegetation index (VI) and surface temperature (Ts) has been widely applied in land surface studies. In the VI-Ts diagram, dry point is defined as a pixel with maximum Ts and minimum VI, while...

  • Article
  • Open Access
69 Citations
6,384 Views
20 Pages

Combining Spectral and Texture Features of UAV Images for the Remote Estimation of Rice LAI throughout the Entire Growing Season

  • Kaili Yang,
  • Yan Gong,
  • Shenghui Fang,
  • Bo Duan,
  • Ningge Yuan,
  • Yi Peng,
  • Xianting Wu and
  • Renshan Zhu

30 July 2021

Leaf area index (LAI) estimation is very important, and not only for canopy structure analysis and yield prediction. The unmanned aerial vehicle (UAV) serves as a promising solution for LAI estimation due to its great applicability and flexibility. A...

  • Article
  • Open Access
3 Citations
2,161 Views
17 Pages

Remote Sensing Inversion and Mapping of Typical Forest Stand Age in the Loess Plateau

  • Xiaoping Wang,
  • Jingming Shi,
  • Chenfeng Wang,
  • Chao Gao and
  • Fei Zhang

30 November 2023

The accuracy of vegetation indices (VIs) in estimating forest stand age is significantly inadequate due to insufficient consideration of the differences in the physiological functions of forest ecosystems, which limits the accuracy of carbon sink sim...

  • Article
  • Open Access
902 Views
20 Pages

Remote Estimation of Above-Ground Biomass Throughout the Entire Growth Period for Crops with Conspicuous Spikes

  • Qiaoling Zhang,
  • Yan Gong,
  • Yubin Chen,
  • Yalan Huang,
  • Tingfan Wang,
  • Siyu Zhang,
  • Minzi Wang,
  • Yi Peng,
  • Feng Jiang and
  • Fan Yang
  • + 1 author

16 June 2025

Above-ground biomass (AGB) is an important factor in crop yield. However, most AGB estimation methods for crops with conspicuous spikes, such as rice and sorghum, can achieve high accuracy during the vegetative stage but low accuracy during the repro...

  • Article
  • Open Access
4 Citations
3,894 Views
30 Pages

Hyperspectral and Chlorophyll Fluorescence Analyses of Comparative Leaf Surfaces Reveal Cellular Influences on Leaf Optical Properties in Tradescantia Plants

  • Renan Falcioni,
  • Werner Camargos Antunes,
  • Roney Berti de Oliveira,
  • Marcelo Luiz Chicati,
  • José Alexandre M. Demattê and
  • Marcos Rafael Nanni

30 May 2024

The differential effects of cellular and ultrastructural characteristics on the optical properties of adaxial and abaxial leaf surfaces in the genus Tradescantia highlight the intricate relationships between cellular arrangement and pigment distribut...

  • Article
  • Open Access
5 Citations
1,848 Views
22 Pages

Sun/Shade Separation in Optical and Thermal UAV Images for Assessing the Impact of Agricultural Practices

  • Claire Marais-Sicre,
  • Solen Queguiner,
  • Vincent Bustillo,
  • Luka Lesage,
  • Hugues Barcet,
  • Nathalie Pelle,
  • Nicolas Breil and
  • Benoit Coudert

18 April 2024

Unmanned aerial vehicles (UAVs) provide images at decametric spatial resolutions. Their flexibility, efficiency, and low cost make it possible to apply UAV remote sensing to multisensor data acquisition. In this frame, the present study aims at emplo...

  • Article
  • Open Access
20 Citations
7,661 Views
17 Pages

Assessing the Potential of Sentinel-2 Derived Vegetation Indices to Retrieve Phenological Stages of Mango in Ghana

  • Benjamin Adjah Torgbor,
  • Muhammad Moshiur Rahman,
  • Andrew Robson,
  • James Brinkhoff and
  • Azeem Khan

In 2020, mango (Mangifera indica) exports contributed over 40 million tons, worth around US$20 billion, to the global economy. Only 10% of this contribution was made from African countries including Ghana, largely due to lower investment in the secto...

  • Article
  • Open Access
76 Citations
9,971 Views
27 Pages

18 October 2020

Precision agriculture (PA) is a management strategy that analyzes the spatial and temporal variability of agricultural fields using information and communication technologies with the aim to optimize profitability, sustainability, and protection of a...

  • Article
  • Open Access
1,260 Views
28 Pages

31 December 2024

The primary purpose of this study was to improve our understanding of remote sensing technologies and their potential application in vineyards to monitor yields and fruit composition, which could then be used for selective harvesting and winemaking....

  • Feature Paper
  • Article
  • Open Access
24 Citations
4,658 Views
11 Pages

Experimental Investigation of Stability of Vegetable Oils Used as Dielectric Fluids for Electrical Discharge Machining

  • Maria-Crina Radu,
  • Raluca Tampu,
  • Valentin Nedeff,
  • Oana-Irina Patriciu,
  • Carol Schnakovszky and
  • Eugen Herghelegiu

18 September 2020

One main drawback of electrical discharge machining (EDM) is related to the dielectric fluid, since it impacts both the environment and operator health and safety. To resolve these issues, recent research has demonstrated the technical feasibility an...

  • Article
  • Open Access
25 Citations
5,739 Views
20 Pages

26 June 2018

Accurate information on cropland changes is critical for food production and security, sustainable cropland management, and global change studies. The common change detection methods bi-temporal based, using remotely sensed imagery easily generate ps...

  • Article
  • Open Access
8 Citations
3,589 Views
16 Pages

Aerial Imagery Can Detect Nitrogen Fertilizer Effects on Biomass and Stand Health of Miscanthus × giganteus

  • Nictor Namoi,
  • Chunhwa Jang,
  • Zachary Robins,
  • Cheng-Hsien Lin,
  • Soo-Hyun Lim,
  • Thomas Voigt and
  • DoKyoung Lee

16 March 2022

Miscanthus × giganteus (Miscanthus) is a warm-season perennial grass grown for bioenergy feedstock production. Nitrogen (N) fertilizer management is crucial for the sustainability of Miscanthus production. In our two-year study (2018 and 2019),...

  • Communication
  • Open Access
16 Citations
6,262 Views
11 Pages

10 February 2023

The monitoring of agronomic parameters like biomass, water stress, and plant health can benefit from synergistic use of all available remotely sensed information. Multispectral imagery has been used for this purpose for decades, largely with vegetati...

  • Article
  • Open Access
16 Citations
3,342 Views
24 Pages

Improved Crop Biomass Algorithm with Piecewise Function (iCBA-PF) for Maize Using Multi-Source UAV Data

  • Lin Meng,
  • Dameng Yin,
  • Minghan Cheng,
  • Shuaibing Liu,
  • Yi Bai,
  • Yuan Liu,
  • Yadong Liu,
  • Xiao Jia,
  • Fei Nan and
  • Yang Song
  • + 2 authors

8 April 2023

Maize is among the most important grain crops. Aboveground biomass (AGB) is a key agroecological indicator for crop yield prediction and growth status monitoring, etc. In this study, we propose two new methods, improved crop biomass algorithm (iCBA)...

  • Article
  • Open Access
1 Citations
1,282 Views
25 Pages

Assessment of the Applicability of Hue from In Situ Spectral Measurements to Remote Sensing of Plant Phenology

  • Yuki Mizuno,
  • Taiga Sasagawa,
  • Yoshiyuki Takahashi,
  • Reiko Ide,
  • Toshiyuki Kobayashi,
  • Hiroyuki Muraoka,
  • Kentaro Takagi,
  • Keisuke Ono and
  • Kenlo Nishida Nasahara

9 August 2025

Climate change is accelerating, and the monitoring of plant phenology is becoming increasingly important. In response to this need, many vegetation indices (VIs) and analytical methods have been developed. However, many VIs are vulnerable to uncertai...

  • Article
  • Open Access
6 Citations
3,552 Views
19 Pages

3 July 2021

Remote sensing has been applied to map the extent and biophysical properties of mangroves. However, the impact of several critical factors, such as the fractional cover and leaf-to-total area ratio of mangroves, on their canopy reflectance have rarel...

  • Review
  • Open Access
85 Citations
14,840 Views
36 Pages

This paper reviews the literature on applications of remote sensing for monitoring soil- and crop- water status for irrigation purposes. The review is organized into two main sections: (1) sensors and platforms applied to irrigation studies and (2) r...

  • Article
  • Open Access
60 Citations
9,722 Views
22 Pages

16 October 2015

Landsat 8, the most recently launched satellite of the series, promises to maintain the continuity of Landsat 7. However, in addition to subtle differences in sensor characteristics and vegetation index (VI) generation algorithms, VIs respond differe...

  • Article
  • Open Access
88 Citations
13,978 Views
18 Pages

9 June 2015

Understanding the spatial and temporal dynamics of vegetation is essential in drylands. In this paper, we evaluated three vegetation indices, namely the Normalized Difference Vegetation Index (NDVI), the Soil-Adjusted Vegetation Index (SAVI) and the...

  • Article
  • Open Access
34 Citations
6,460 Views
15 Pages

Replacing the Red Band with the Red-SWIR Band (0.74ρred+0.26ρswir) Can Reduce the Sensitivity of Vegetation Indices to Soil Background

  • Xuehong Chen,
  • Zhengfei Guo,
  • Jin Chen,
  • Wei Yang,
  • Yanming Yao,
  • Chishan Zhang,
  • Xihong Cui and
  • Xin Cao

9 April 2019

Most vegetation indices (VIs) of remote sensing were designed based on the concept of soil-line, which represents a linear correlation between bare soil reflectance at the red and near-infrared (NIR) bands. Unfortunately, the soil-line can only suppr...

  • Article
  • Open Access
63 Citations
6,905 Views
16 Pages

22 March 2019

The leaf area index (LAI) is not only an important parameter used to describe the geometry of vegetation canopy but also a key input variable for ecological models. One of the most commonly used methods for LAI estimation is to establish an empirical...

  • Article
  • Open Access
1,159 Views
17 Pages

25 September 2025

Vegetation indices (VIs) have been extensively employed as proxies for gross primary productivity (GPP). However, it is unclear how the spatial resolution effects the performance of VIs in GPP estimation in different biomes when matching the flux tow...

  • Article
  • Open Access
3 Citations
1,918 Views
21 Pages

The Impact of Autumn Snowfall on Vegetation Indices and Autumn Phenology Estimation

  • Yao Tang,
  • Jin Chen,
  • Jingyi Xu,
  • Jiahui Xu,
  • Jingwen Ni,
  • Zhaojun Zheng,
  • Bailang Yu,
  • Jianping Wu and
  • Yan Huang

22 December 2024

Monitoring autumn vegetation dynamics in alpine regions is crucial for managing local livestock, understanding regional productivity, and assessing the responses of alpine regions to climate change. However, remote sensing-based vegetation monitoring...

  • Article
  • Open Access
79 Citations
10,059 Views
24 Pages

18 May 2018

Characterization of droughts using satellite-based data and indices in a steep, highly dynamic tropical catchment, like Vu Gia Thu Bon, which is the most important basin in central Vietnam, has remained a challenge for many years. This study examined...

  • Article
  • Open Access
23 Citations
2,359 Views
16 Pages

This study aimed to investigate how the combination of texture information and spectral index affects the accuracy of the soil salinity inversion model. Taking the Bianwan Farm in Jiuquan City, Gansu Province, China as the research area, the multi-sp...

  • Article
  • Open Access
33 Citations
5,817 Views
18 Pages

Potential of UAS-Based Remote Sensing for Estimating Tree Water Status and Yield in Sweet Cherry Trees

  • Víctor Blanco,
  • Pedro José Blaya-Ros,
  • Cristina Castillo,
  • Fulgencio Soto-Vallés,
  • Roque Torres-Sánchez and
  • Rafael Domingo

23 July 2020

The present work aims to assess the usefulness of five vegetation indices (VI) derived from multispectral UAS imagery to capture the effects of deficit irrigation on the canopy structure of sweet cherry trees (Prunus avium L.) in southeastern Spain....

  • Article
  • Open Access
4 Citations
1,362 Views
20 Pages

Prediction and Spatiotemporal Dynamics of Vegetation Index Based on Deep Learning and Environmental Factors in the Yangtze River Basin

  • Yin Wang,
  • Nan Zhang,
  • Mingjie Chen,
  • Yabing Zhao,
  • Famiao Guo,
  • Jingxian Huang,
  • Daoli Peng and
  • Xiaohui Wang

5 March 2025

Accurately predicting the vegetation index (VI) of the Yangtze River Basin and analyzing its spatiotemporal trends are essential for assessing vegetation dynamics and providing recommendations for environmental resource management in the region. This...

  • Article
  • Open Access
3 Citations
2,180 Views
27 Pages

UAV-Based Multiple Sensors for Enhanced Data Fusion and Nitrogen Monitoring in Winter Wheat Across Growth Seasons

  • Jingjing Wang,
  • Wentao Wang,
  • Suyi Liu,
  • Xin Hui,
  • Haohui Zhang,
  • Haijun Yan and
  • Wouter H. Maes

31 January 2025

Unmanned aerial vehicles (UAVs) equipped with multi-sensor remote sensing technologies provide an efficient approach for mapping spatial and temporal variations in vegetation traits, enabling advancements in precision monitoring and modeling. This st...

  • Article
  • Open Access
36 Citations
6,494 Views
32 Pages

This paper addresses the issue of the satellite image processing using GRASS GIS in the mangrove forests of the Niger River Delta, southern Nigeria. The estuary of the Niger River Delta in the Gulf of Guinea is an essential hotspot of biodiversity on...

  • Article
  • Open Access
25 Citations
8,067 Views
15 Pages

28 February 2012

An analytical form of relationship between spectral vegetation indices (VI) is derived in the context of cross calibration and translation of vegetation index products from different sensors. The derivation has been carried out based on vegetation is...

  • Article
  • Open Access
59 Citations
7,644 Views
17 Pages

8 January 2020

Vegetation indices (VI) describe vegetation structure and functioning but they are affected by illumination conditions (IC). Moreover, the fact that the effect of the IC on VI can be stronger than other biophysical or seasonal processes is under deba...

  • Article
  • Open Access
4 Citations
1,557 Views
20 Pages

30 May 2025

Low-cost unmanned aerial vehicle (UAV) visible light remote sensing provides new opportunities for plant community monitoring, but its practical deployment in different ecosystems is still limited by the lack of standardized vegetation index (VI) opt...

  • Article
  • Open Access
47 Citations
6,997 Views
23 Pages

15 October 2019

Assessing crop yield trends over years is a key step in site specific management, in view of improving the economic and environmental profile of agriculture. This study was conducted in a 11.07 ha area under Mediterranean climate in Northern Italy to...

  • Letter
  • Open Access
42 Citations
6,804 Views
10 Pages

Evaluation and Normalization of Topographic Effects on Vegetation Indices

  • Rui Chen,
  • Gaofei Yin,
  • Guoxiang Liu,
  • Jing Li and
  • Aleixandre Verger

16 July 2020

The normalization of topographic effects on vegetation indices (VIs) is a prerequisite for their proper use in mountainous areas. We assessed the topographic effects on the normalized difference vegetation index (NDVI), the enhanced vegetation index...

  • Article
  • Open Access
24 Citations
4,520 Views
24 Pages

28 September 2020

The successful launch of the Sentinel-2 constellation satellite, along with advanced cloud detection algorithms, has enabled the generation of continuous time series at high spatial and temporal resolutions, which is in turn expected to enable the cl...

  • Article
  • Open Access
5 Citations
3,590 Views
17 Pages

Spatio-Temporal Evolution of Olive Tree Water Status Using Land Surface Temperature and Vegetation Indices Derived from Landsat 5 and 8 Satellite Imagery in Southern Peru

  • Javier Alvaro Quille-Mamani,
  • German Huayna,
  • Edwin Pino-Vargas,
  • Samuel Chucuya-Mamani,
  • Bertha Vera-Barrios,
  • Lia Ramos-Fernandez,
  • Jorge Espinoza-Molina and
  • Fredy Cabrera-Olivera

Land surface temperature (LST) and its relationship with vegetation indices (VIs) have proven to be effective for monitoring water stress in large-scale crops. Therefore, the objective of this study is to find an appropriate VI to analyse the spatio-...

  • Feature Paper
  • Article
  • Open Access
22 Citations
6,092 Views
22 Pages

21 May 2020

Cyclonic windstorms profoundly affect forest structure and function throughout the tropics and subtropics. Remote sensing techniques and vegetation indices (VIs) have improved our ability to characterize cyclone impacts over broad spatial scales. Alt...

  • Article
  • Open Access
65 Citations
11,326 Views
22 Pages

Estimation of Herbaceous Fuel Moisture Content Using Vegetation Indices and Land Surface Temperature from MODIS Data

  • Momadou Sow,
  • Cheikh Mbow,
  • Christelle Hély,
  • Rasmus Fensholt and
  • Bienvenu Sambou

24 May 2013

The monitoring of herbaceous fuel moisture content is a crucial activity in order to assess savanna fire risks. Faced with the difficulty of managing wide areas of vegetated surfaces, remote sensing appears an attractive alternative for terrestrial m...

  • Communication
  • Open Access
95 Citations
10,526 Views
14 Pages

Using the Negative Soil Adjustment Factor of Soil Adjusted Vegetation Index (SAVI) to Resist Saturation Effects and Estimate Leaf Area Index (LAI) in Dense Vegetation Areas

  • Zhijun Zhen,
  • Shengbo Chen,
  • Tiangang Yin,
  • Eric Chavanon,
  • Nicolas Lauret,
  • Jordan Guilleux,
  • Michael Henke,
  • Wenhan Qin,
  • Lisai Cao and
  • Jian Li
  • + 2 authors

17 March 2021

Saturation effects limit the application of vegetation indices (VIs) in dense vegetation areas. The possibility to mitigate them by adopting a negative soil adjustment factor X is addressed. Two leaf area index (LAI) data sets are analyzed using the...

  • Review
  • Open Access
24 Citations
9,413 Views
16 Pages

25 July 2023

Vegetation indices (VIs) have long been a crucial tool for monitoring plant growth and health, assessing the impact of environmental factors on vegetation, and supporting decision-making processes in agriculture and forestry. Traditionally, these mat...

  • Article
  • Open Access
18 Citations
3,187 Views
19 Pages

Evaluation of Vegetation Indexes and Green-Up Date Extraction Methods on the Tibetan Plateau

  • Jingyi Xu,
  • Yao Tang,
  • Jiahui Xu,
  • Jin Chen,
  • Kaixu Bai,
  • Song Shu,
  • Bailang Yu,
  • Jianping Wu and
  • Yan Huang

1 July 2022

The vegetation green-up date (GUD) of the Tibetan Plateau (TP) is highly sensitive to climate change. Accurate estimation of GUD is essential for understanding the dynamics and stability of terrestrial ecosystems and their interactions with climate....

  • Article
  • Open Access
19 Citations
4,018 Views
14 Pages

15 November 2018

The fraction of absorbed photosynthetically active radiation (FPAR) is a key variable in the model of vegetation productivity. Vegetation indices (VIs) that were derived from instantaneous remote-sensing data have been successfully used to estimate t...

  • Article
  • Open Access
56 Citations
4,625 Views
21 Pages

25 May 2022

The accurate and rapid estimation of the aboveground biomass (AGB) of rice is crucial to food security. Unmanned aerial vehicles (UAVs) mounted with hyperspectral sensors can obtain images of high spectral and spatial resolution in a quick and effect...

  • Article
  • Open Access
27 Citations
4,846 Views
16 Pages

25 March 2021

Agricultural droughts impose many economic and social losses on various communities. Most of the effective tools developed for agricultural drought assessment are based on vegetation indices (VIs). The aim of this study is to compare the response of...

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