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2,452 Results Found

  • Article
  • Open Access
74 Citations
5,740 Views
13 Pages

Environmental health studies on green space may be affected by contextual uncertainties originating from the temporality of environmental exposures and by how the spatial context is delimitated. The Normalized Difference Vegetation Index (NDVI) is fr...

  • Article
  • Open Access
17 Citations
3,915 Views
25 Pages

31 October 2019

Canopy reflectance sensors are a viable technology to optimize the fertilization management of crops. In this research, canopy reflectance was measured through a passive sensor to evaluate the effects of either crop features (N fertilization, soil mu...

  • Article
  • Open Access
17 Citations
3,413 Views
15 Pages

14 February 2023

Environmental factors such as drought significantly influence vegetation growth, coverage, and ecosystem functions. Hence, monitoring the spatiotemporal vegetation responses to drought in a high temporal and adequate spatial resolution is essential,...

  • Article
  • Open Access
27 Citations
4,973 Views
17 Pages

10 July 2020

Monitoring vegetation cover is an essential parameter for assessing various natural and anthropogenic hazards that occur at the vicinity of archaeological sites and landscapes. In this study, we used free and open access to Copernicus Earth Observati...

  • Article
  • Open Access
1 Citations
1,104 Views
19 Pages

The Importance of Dunnian Runoff in Atlantic Forest Remnants: An Integrated Analysis Between Machine Learning and Spectral Indices

  • Alarcon Matos de Oliveira,
  • Mara Rojane Barros de Matos,
  • Marcos Batista Figueiredo and
  • Lusanira Nogueira Aragão de Oliveira

4 April 2025

This study investigated Dunnian runoff in the Sauípe River basin, Bahia, Brazil, analyzing the relationship between soil moisture, terrain slope, and land use. It utilized Landsat satellite images, annual water balance data, and rainfall data...

  • Article
  • Open Access
13 Citations
4,822 Views
17 Pages

Ecological Status as the Basis for the Holistic Environmental Flow Assessment of a Tropical Highland River in Ethiopia

  • Wubneh B. Abebe,
  • Seifu A. Tilahun,
  • Michael M. Moges,
  • Ayalew Wondie,
  • Minychl G. Dersseh,
  • Workiye W. Assefa,
  • Demesew A. Mhiret,
  • Anwar A. Adem,
  • Fasikaw A. Zimale and
  • Michael E. McClain
  • + 2 authors

10 July 2021

There is an increasing need globally to establish relationships among flow, ecology, and livelihoods to make informed decisions about environmental flows. This paper aimed to establish the ecological foundation for a holistic environmental flow asses...

  • Article
  • Open Access
18 Citations
4,231 Views
22 Pages

Remote Sensing-Based Estimation of Advanced Perennial Grass Biomass Yields for Bioenergy

  • Yuki Hamada,
  • Colleen R. Zumpf,
  • Jules F. Cacho,
  • DoKyoung Lee,
  • Cheng-Hsien Lin,
  • Arvid Boe,
  • Emily Heaton,
  • Robert Mitchell and
  • Maria Cristina Negri

10 November 2021

A sustainable bioeconomy would require growing high-yielding bioenergy crops on marginal agricultural areas with minimal inputs. To determine the cost competitiveness and environmental sustainability of such production systems, reliably estimating bi...

  • Article
  • Open Access
146 Citations
17,948 Views
19 Pages

Assessing Correlation of High-Resolution NDVI with Fertilizer Application Level and Yield of Rice and Wheat Crops Using Small UAVs

  • Senlin Guan,
  • Koichiro Fukami,
  • Hitoshi Matsunaka,
  • Midori Okami,
  • Ryo Tanaka,
  • Hiroshi Nakano,
  • Tetsufumi Sakai,
  • Keiko Nakano,
  • Hideki Ohdan and
  • Kimiyasu Takahashi

9 January 2019

The aim of this study was to use small unmanned aerial vehicles (UAVs) for determining high-resolution normalized difference vegetation index (NDVI) values. Subsequently, these results were used to assess their correlations with fertilizer applicatio...

  • Article
  • Open Access
7 Citations
4,051 Views
18 Pages

16 April 2020

Carabid communities are influenced by landscape features. Chinese steppes are subject to increasing desertification processes that are changing land-cover characteristics with negative impacts on insect communities. Despite those warnings, how land-c...

  • Article
  • Open Access
5 Citations
2,139 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
1 Citations
5,113 Views
19 Pages

Forest Restoration through Village Common Forests in the Chittagong Hill Tracts of Bangladesh: The Role of NGO Interventions

  • Md. Shafiqul Bari,
  • Md. Manik Ali,
  • Mohammad Jahangir Alam,
  • Mahmuod Abubakar Bashir,
  • Oliver Tirtho Sarkar and
  • Sharif A. Mukul

29 September 2024

Non-Governmental Organizations (NGOs) are widely recognized for their support of biodiversity conservation and forest restoration in tropical developing countries. In the Chittagong Hill Tracts (CHTs) of Bangladesh, ethnic forest-dependent communitie...

  • Article
  • Open Access
55 Citations
10,252 Views
20 Pages

Drought Sensitiveness on Forest Growth in Peninsular Spain and the Balearic Islands

  • Marina Peña-Gallardo,
  • Sergio M. Vicente-Serrano,
  • J. Julio Camarero,
  • Antonio Gazol,
  • Raúl Sánchez-Salguero,
  • Fernando Domínguez-Castro,
  • Ahmed El Kenawy,
  • Santiago Beguería-Portugés,
  • Emilia Gutiérrez and
  • J. Diego Galván
  • + 15 authors

30 August 2018

Drought is one of the key natural hazards impacting net primary production and tree growth in forest ecosystems. Nonetheless, tree species show different responses to drought events, which make it difficult to adopt fixed tools for monitoring drought...

  • Article
  • Open Access
17 Citations
3,919 Views
16 Pages

Evaluation of In-Season Management Zones from High-Resolution Soil and Plant Sensors

  • Martina Corti,
  • Pietro Marino Gallina,
  • Daniele Cavalli,
  • Bianca Ortuani,
  • Giovanni Cabassi,
  • Gabriele Cola,
  • Antonio Vigoni,
  • Luigi Degano and
  • Simone Bregaglio

3 August 2020

The adoption of precision agriculture has the potential to increase the environmental sustainability of cropping systems as well as farmers’ income. Farmers in transition to precision agriculture need low-input and effective protocols to deline...

  • Article
  • Open Access
9 Citations
3,201 Views
19 Pages

19 January 2022

Crop growth monitoring is an important component of agricultural information, and suitable soil temperature (ST), soil moisture content (SMC) and soil electrical conductivity (SEC) play a key role in crop growth. Real-time monitoring of the three soi...

  • Article
  • Open Access
77 Citations
9,228 Views
16 Pages

25 January 2020

In this study, aquatic plants in a small reservoir were detected using multispectral UAV (Unmanned Aerial Vehicle) imagery and various vegetation indices. A Firefly UAV, which has both fixed-wing and rotary-wing flight modes, was flown over the study...

  • Article
  • Open Access
41 Citations
5,582 Views
26 Pages

Remote and Proximal Sensing-Derived Spectral Indices and Biophysical Variables for Spatial Variation Determination in Vineyards

  • Nicoleta Darra,
  • Emmanouil Psomiadis,
  • Aikaterini Kasimati,
  • Achilleas Anastasiou,
  • Evangelos Anastasiou and
  • Spyros Fountas

11 April 2021

Remote-sensing measurements are crucial for smart-farming applications, crop monitoring, and yield forecasting, especially in fields characterized by high heterogeneity. Therefore, in this study, Precision Viticulture (PV) methods using proximal- and...

  • Article
  • Open Access
8 Citations
3,360 Views
18 Pages

12 October 2022

The aim of the study was to evaluate the effect of various fertilization treatments, including nitrogen, potassium and phosphorus fertilization, in long-term experiments for selected UAV (unmanned aerial vehicle)-derived spectral vegetation indices (...

  • Article
  • Open Access
19 Citations
6,267 Views
18 Pages

Effect of the Solar Zenith Angles at Different Latitudes on Estimated Crop Vegetation Indices

  • Milton Valencia-Ortiz,
  • Worasit Sangjan,
  • Michael Gomez Selvaraj,
  • Rebecca J. McGee and
  • Sindhuja Sankaran

18 August 2021

Normalization of anisotropic solar reflectance is an essential factor that needs to be considered for field-based phenotyping applications to ensure reliability, consistency, and interpretability of time-series multispectral data acquired using an un...

  • Article
  • Open Access
12 Citations
3,207 Views
10 Pages

21 September 2021

Grasslands play an irreplaceable role in maintaining carbon balance and stabilizing the entire Earth’s ecosystem. Although the grasslands in Inner Mongolia are sensitive and vulnerable to climate change, a generalized effect of climate change on the...

  • Article
  • Open Access
22 Citations
5,518 Views
14 Pages

Tree Health Condition in Urban Green Areas Assessed through Crown Indicators and Vegetation Indices

  • Luis Manuel Morales-Gallegos,
  • Tomás Martínez-Trinidad,
  • Patricia Hernández-de la Rosa,
  • Armando Gómez-Guerrero,
  • Dionicio Alvarado-Rosales and
  • Luz de Lourdes Saavedra-Romero

18 August 2023

The urban environment induces stress on trees and its impact can be identified by observing the condition of the crown. The aim of this study is to correlate the variables of crown density (Cdn), crown transparency (Ctr) and dieback (Cdie) with the f...

  • Article
  • Open Access
3 Citations
2,080 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
7 Citations
3,352 Views
19 Pages

16 June 2023

Estimating the optimum harvest time and yield embodies an essential food security factor. Vegetation indices have proven to be an effective tool for widescale in-field plant health mapping. A drone-based multispectral camera then conveniently allows...

  • Article
  • Open Access
5 Citations
7,387 Views
20 Pages

Viewing Geometry Sensitivity of Commonly Used Vegetation Indices towards the Estimation of Biophysical Variables in Orchards

  • Jonathan Van Beek,
  • Laurent Tits,
  • Ben Somers,
  • Tom Deckers,
  • Pieter Janssens and
  • Pol Coppin

Stress-related biophysical variables of capital intensive orchard crops can be estimated with proxies via spectral vegetation indices from off-nadir viewing satellite imagery. However, variable viewing compositions affect the relationship between spe...

  • Article
  • Open Access
10 Citations
4,074 Views
16 Pages

Evaluation of the Influence of Field Conditions on Aerial Multispectral Images and Vegetation Indices

  • Mikael Änäkkälä,
  • Antti Lajunen,
  • Mikko Hakojärvi and
  • Laura Alakukku

25 September 2022

Remote sensing is a method used for monitoring and measuring agricultural crop fields. Unmanned aerial vehicles (UAV) are used to effectively monitor crops via different camera technologies. Even though aerial imaging can be considered a rather strai...

  • Article
  • Open Access
39 Citations
7,019 Views
18 Pages

13 April 2021

Unmanned aerial vehicles (UAVs) equipped with high-resolution multispectral cameras have increasingly been used in urban planning, landscape management, and environmental monitoring as an important complement to traditional satellite remote sensing s...

  • Feature Paper
  • Article
  • Open Access
2 Citations
1,813 Views
19 Pages

Remotely Sensed Spectral Indices as Proxies of the Structure of Urban Bird Communities

  • Vasileios J. Kontsiotis,
  • Stavros Chatzigiovanakis,
  • Evangelos Valsamidis,
  • Eleftherios Nalmpantis,
  • Panteleimon Xofis and
  • Vasilios Liordos

2 February 2025

Abundant and diverse urban bird communities promote ecosystem and human health in cities. However, the estimation of bird community structure requires large amounts of resources. On the other hand, calculating remotely sensed spectral indices is chea...

  • Article
  • Open Access
9 Citations
3,146 Views
16 Pages

6 January 2023

Nature reserves are among the most bio-diverse regions worldwide, and rapid and accurate identification is a requisite for their management. Based on the multi-temporal Sentinel-2 dataset, this study presents three multi-temporal modified vegetation...

  • Article
  • Open Access
39 Citations
10,524 Views
20 Pages

17 September 2022

Salinization is a major soil degradation threat in irrigated lands worldwide. In Portugal, it affects several pockets of irrigated agricultural areas, but the spatial distribution and intensity of soil salinity are not well known. Unlike conventional...

  • Article
  • Open Access
29 Citations
4,844 Views
21 Pages

Angle Effect on Typical Optical Remote Sensing Indices in Vegetation Monitoring

  • Lingxiao Gu,
  • Yanmin Shuai,
  • Congying Shao,
  • Donghui Xie,
  • Qingling Zhang,
  • Yaoming Li and
  • Jian Yang

27 April 2021

Optical remote sensing indices play an important role in vegetation information extraction and have been widely serving ecology, agriculture and forestry, urban monitoring, and other communities. Remote sensing indices are constructed from individual...

  • Article
  • Open Access
15 Citations
3,704 Views
15 Pages

Monitoring the Spring 2021 Drought Event in Taiwan Using Multiple Satellite-Based Vegetation and Water Indices

  • Chien-Ben Chou,
  • Min-Chuan Weng,
  • Huei-Ping Huang,
  • Yu-Cheng Chang,
  • Ho-Chin Chang and
  • Tzu-Ying Yeh

26 August 2022

The monitoring of droughts is practically important yet challenging due to the complexity of the phenomena. The occurrence of drought involves changes in meteorological conditions, vegetation coverage and soil moisture. To advance the techniques for...

  • Article
  • Open Access
2,726 Views
24 Pages

31 October 2025

Drought is a critical hazard to agricultural productivity in semi-arid regions such as the Antalya Agricultural Basin of Türkiye. This study assessed agricultural drought from 2001 to 2023 using multiple remote sensing-based indices processed in...

  • Letter
  • Open Access
42 Citations
7,084 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
2 Citations
3,489 Views
15 Pages

Multispectral UAV-Based Disease Identification Using Vegetation Indices for Maize Hybrids

  • László Radócz,
  • Csaba Juhász,
  • András Tamás,
  • Árpád Illés,
  • Péter Ragán and
  • László Radócz

7 November 2024

In the future, the cultivation of maize will become more and more prominent. As the world’s demand for food and animal feeding increases, remote sensing technologies (RS technologies), especially unmanned aerial vehicles (UAVs), are developing...

  • Article
  • Open Access
20 Citations
5,296 Views
17 Pages

Effects of Crop Leaf Angle on LAI-Sensitive Narrow-Band Vegetation Indices Derived from Imaging Spectroscopy

  • Xiaochen Zou,
  • Iina Haikarainen,
  • Iikka P. Haikarainen,
  • Pirjo Mäkelä,
  • Matti Mõttus and
  • Petri Pellikka

22 August 2018

Leaf area index (LAI) is an important biophysical variable for understanding the radiation use efficiency of field crops and their potential yield. On a large scale, LAI can be estimated with the help of imaging spectroscopy. However, recent studies...

  • Article
  • Open Access
15 Citations
4,127 Views
17 Pages

Estimation of Photosynthetic and Non-Photosynthetic Vegetation Coverage in the Lower Reaches of Tarim River Based on Sentinel-2A Data

  • Zengkun Guo,
  • Alishir Kurban,
  • Abdimijit Ablekim,
  • Shupu Wu,
  • Tim Van de Voorde,
  • Hossein Azadi,
  • Philippe De Maeyer and
  • Edovia Dufatanye Umwali

9 April 2021

Estimating the fractional coverage of the photosynthetic vegetation (fPV) and non-photosynthetic vegetation (fNPV) is essential for assessing the growth conditions of vegetation growth in arid areas and for monitoring environmental changes and desert...

  • Article
  • Open Access
6 Citations
3,324 Views
23 Pages

Monitoring Environmental Degradation and Spatial Changes in Vegetation and Water Resources in the Brazilian Pantanal

  • Sérvio Túlio Pereira Justino,
  • Rafael Barroca Silva,
  • Iraê Amaral Guerrini,
  • Richardson Barbosa Gomes da Silva and
  • Danilo Simões

25 December 2024

Diagnosing climate variability and environmental change in floodable regions is essential for understanding and mitigating impacts on natural ecosystems. Our objective was to characterize environmental degradation in the Brazilian Pantanal by identif...

  • Letter
  • Open Access
46 Citations
5,680 Views
12 Pages

17 December 2020

Citrus greening is a severe disease significantly affecting citrus production in the United States because the disease is not curable with currently available technologies. For this reason, monitoring citrus disease in orchards is critical to eradica...

  • Article
  • Open Access
20 Citations
6,294 Views
17 Pages

Quantifying Hail Damage in Crops Using Sentinel-2 Imagery

  • Thuan Ha,
  • Yanben Shen,
  • Hema Duddu,
  • Eric Johnson and
  • Steven J. Shirtliffe

16 February 2022

Hailstorms are a frequent natural weather disaster in the Canadian Prairies that can cause catastrophic damage to field crops. Assessment of damage for insurance claims requires insurance inspectors to visit individual fields and estimate damage on i...

  • Article
  • Open Access
803 Views
17 Pages

19 September 2025

This study investigates the application of unmanned aerial vehicles with multispectral cameras for monitoring the condition of olive groves with high accuracy. Multispectral images of olive groves provided detailed insight into the spectral data requ...

  • Article
  • Open Access
32 Citations
6,087 Views
28 Pages

14 February 2020

This article presents a novel methodology for the characterization of tree vegetation phenology, based on vegetation indices time series reconstruction and adapted to urban areas. The methodology is based on a pixel by pixel curve fitting classificat...

  • Feature Paper
  • Article
  • Open Access
21 Citations
5,564 Views
14 Pages

Estimation of Productivity and Above-Ground Biomass for Corn (Zea mays) via Vegetation Indices in Madeira Island

  • Fabrício Lopes Macedo,
  • Humberto Nóbrega,
  • José G. R. de Freitas,
  • Carla Ragonezi,
  • Lino Pinto,
  • Joana Rosa and
  • Miguel A. A. Pinheiro de Carvalho

The advancement of technology associated with the field, especially the use of unmanned aerial vehicles (UAV) coupled with multispectral cameras, allows us to monitor the condition of crops in real time and contribute to the field of machine learning...

  • Article
  • Open Access
16 Citations
4,813 Views
17 Pages

22 July 2022

Duckweed species, particularly Lemna minor, are widely found in freshwaters all over the world. This macrophyte provides multiple ecosystems’ functions and services, but its excessive proliferation can have negative environmental impacts (inclu...

  • Article
  • Open Access
33 Citations
4,239 Views
20 Pages

Using UAV to Identify the Optimal Vegetation Index for Yield Prediction of Oil Seed Rape (Brassica napus L.) at the Flowering Stage

  • Vojtěch Lukas,
  • Igor Huňady,
  • Antonín Kintl,
  • Jiří Mezera,
  • Tereza Hammerschmiedt,
  • Julie Sobotková,
  • Martin Brtnický and
  • Jakub Elbl

4 October 2022

Suitability of the vegetation indices of normalized difference vegetation index (NDVI), blue normalized difference vegetation index (BNDVI), and normalized difference yellowness index (NDYI) obtained by means of UAV at the flowering stage of oil seed...

  • Article
  • Open Access
14 Citations
4,326 Views
20 Pages

UNVI-Based Time Series for Vegetation Discrimination Using Separability Analysis and Random Forest Classification

  • Hualiang Liu,
  • Feizhou Zhang,
  • Lifu Zhang,
  • Yukun Lin,
  • Siheng Wang and
  • Yefeng Xie

6 February 2020

Land cover data is crucial for earth system modelling, natural resources management, and conservation planning. Remotely sensed time-series data capture dynamic behavior of vegetation, and have been widely used for land cover mapping. Temporal profil...

  • Article
  • Open Access
4 Citations
1,451 Views
26 Pages

Aboveground Biomass Estimation of Highland Barley in Qinghai–Tibet Plateau—Exploring the Advantages of Time Series Data and Terrain Effects

  • Jingbo Hu,
  • Xin Du,
  • Qiangzi Li,
  • Yuan Zhang,
  • Hongyan Wang,
  • Jingyuan Xu,
  • Jing Xiao,
  • Yunqi Shen,
  • Yong Dong and
  • Shuguang Gong
  • + 2 authors

14 February 2025

The timely and precise estimation of crop aboveground biomass (AGB) is crucial for evaluating crop development and forecasting yields. The objective is to examine the differences, advantages, and limitations between time series parameters and single-...

  • Article
  • Open Access
24 Citations
6,773 Views
18 Pages

12 September 2012

In previous attempts to identify aquatic vegetation from remotely-sensed images using classification trees (CT), the images used to apply CT models to different times or locations necessarily originated from the same satellite sensor as that from whi...

  • Article
  • Open Access
85 Citations
13,208 Views
20 Pages

16 January 2020

Landsat 8 is the most recent generation of Landsat satellite missions that provides remote sensing imagery for earth observation. The Landsat 7 Enhanced Thematic Mapper Plus (ETM+) images, together with Landsat-8 Operational Land Imager (OLI) and The...

  • Article
  • Open Access
12 Citations
2,149 Views
16 Pages

20 March 2024

Using the kernel normalized difference vegetation index (KNDVI) to monitor soil salinization has great advantages; however, approaches using KNDVI and a feature space model to monitor salinization have not yet been reported. In this study, the KNDVI,...

  • Article
  • Open Access
29 Citations
7,897 Views
18 Pages

Crop Classification Based on a Novel Feature Filtering and Enhancement Method

  • Limin Wang,
  • Qinghan Dong,
  • Lingbo Yang,
  • Jianmeng Gao and
  • Jia Liu

22 February 2019

Vegetation indices, such as the normalized difference vegetation index (NDVI) or enhanced vegetation index (EVI) derived from remote sensing images, are widely used for crop classification. However, vegetation index profiles for different crops with...

  • Proceeding Paper
  • Open Access
640 Views
8 Pages

Eaton Canyon in California serves as the focal point for a comprehensive post-wildfire ecological impact assessment. This study employs an approach integrating satellite imagery from the European Space Agency’s Sentinel constellation to study a...

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