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539 Results Found

  • Article
  • Open Access
51 Citations
13,439 Views
25 Pages

Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression

  • Matías Salinero-Delgado,
  • José Estévez,
  • Luca Pipia,
  • Santiago Belda,
  • Katja Berger,
  • Vanessa Paredes Gómez and
  • Jochem Verrelst

29 December 2021

Monitoring cropland phenology from optical satellite data remains a challenging task due to the influence of clouds and atmospheric artifacts. Therefore, measures need to be taken to overcome these challenges and gain better knowledge of crop dynamic...

  • Article
  • Open Access
19 Citations
6,419 Views
23 Pages

Multi-Season Phenology Mapping of Nile Delta Croplands Using Time Series of Sentinel-2 and Landsat 8 Green LAI

  • Eatidal Amin,
  • Santiago Belda,
  • Luca Pipia,
  • Zoltan Szantoi,
  • Ahmed El Baroudy,
  • José Moreno and
  • Jochem Verrelst

9 April 2022

Space-based cropland phenology monitoring substantially assists agricultural managing practices and plays an important role in crop yield predictions. Multitemporal satellite observations allow analyzing vegetation seasonal dynamics over large areas...

  • Article
  • Open Access
37 Citations
5,943 Views
16 Pages

Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring

  • Santiago Belda,
  • Luca Pipia,
  • Pablo Morcillo-Pallarés and
  • Jochem Verrelst

27 April 2020

Image processing entered the era of artificial intelligence, and machine learning algorithms emerged as attractive alternatives for time series data processing. Satellite image time series processing enables crop phenology monitoring, such as the cal...

  • Article
  • Open Access
8 Citations
1,564 Views
20 Pages

Mapping Forest Stock Volume Using Phenological Features Derived from Time-Serial Sentinel-2 Imagery in Planted Larch

  • Qianyang Li,
  • Hui Lin,
  • Jiangping Long,
  • Zhaohua Liu,
  • Zilin Ye,
  • Huanna Zheng and
  • Peisong Yang

6 June 2024

As one of the important types of forest resources, mapping forest stock volume (FSV) in larch (Larix decidua) forests holds significant importance for forest resource management, carbon cycle research, and climate change monitoring. However, the accu...

  • Article
  • Open Access
28 Citations
9,668 Views
19 Pages

Exploring the Potential for Automatic Extraction of Vegetation Phenological Metrics from Traffic Webcams

  • David E. Morris,
  • Doreen S. Boyd,
  • John A. Crowe,
  • Caroline S. Johnson and
  • Karon L. Smith

10 May 2013

Phenological metrics are of potential value as direct indicators of climate change. Usually they are obtained via either satellite imaging or ground based manual measurements; both are bespoke and therefore costly and have problems associated with sc...

  • Article
  • Open Access
287 Views
26 Pages

Predicting Phenological Stages for Cherry and Apple Orchards: A Comparative Study with Meteorological and Satellite Data

  • Valentin Kazandjiev,
  • Dessislava Ganeva,
  • Eugenia Roumenina,
  • Georgi Jelev,
  • Veska Georgieva,
  • Boryana Tsenova,
  • Petia Malasheva,
  • Marieta Nesheva,
  • Svetoslav Malchev and
  • Anita Stoeva
  • + 1 author

14 January 2026

Fruit growing is a traditional component of Bulgarian agricultural production. According to the latest statistical data, the share of areas planted with cherries is 10.5% of the total orchard area, and with apples, 7.2%, totaling 67,800 ha. This arti...

  • Article
  • Open Access
20 Citations
5,333 Views
21 Pages

18 February 2019

The numerical crop growth model Italian Vineyard Integrated Numerical model for Estimating physiological values (IVINE) was developed in order to evaluate environmental forcing effects on vine growth. The IVINE model simulates vine growth processes w...

  • Article
  • Open Access
31 Citations
12,916 Views
24 Pages

17 December 2020

Land evaluation is important for assessing environmental limitations that inhibit higher yield and productivity in tea. The aim of this research was to determine the suitable lands for sustainable tea production in the northeastern part of Bangladesh...

  • Article
  • Open Access
6 Citations
1,698 Views
14 Pages

29 March 2024

(1) Background: Climate change significantly impacts the phenology and dynamics of radial tree growth in alpine dryland forests. However, there remains a scarcity of reliable information on the physiological processes of tree growth and cambial pheno...

  • Article
  • Open Access
4 Citations
2,842 Views
14 Pages

5 March 2022

As a sensitive indicator for climate change, the spring phenology of alpine grassland on the Qinghai–Tibet Plateau (QTP) has received extensive concern over past decade. It has been demonstrated that temperature and precipitation/snowfall play...

  • Article
  • Open Access
16 Citations
5,899 Views
27 Pages

29 November 2017

Current studies are either region-limited, sole-species, or have short researching periods; so, studies about various species are necessary throughout South Korea. In this study, trends of changes in the budding and flowering dates of spring plants b...

  • Article
  • Open Access
3 Citations
3,880 Views
23 Pages

Some biostimulants, including plant origin preparations, act similarly to plant growth regulators. Moreover, the supplementation of known and unknown rooting cofactors can stimulate rhizogenesis in cuttings. The aim of this research was to assess the...

  • Article
  • Open Access
5 Citations
2,218 Views
15 Pages

Drip Fertigation Increases Maize Grain Yield by Affecting Phenology, Grain Filling Process, Biomass Accumulation and Translocation: A 4-Year Field Trial

  • Ruiqi Du,
  • Zhijun Li,
  • Youzhen Xiang,
  • Tao Sun,
  • Xiaochi Liu,
  • Hongzhao Shi,
  • Wangyang Li,
  • Xiangyang Huang,
  • Zijun Tang and
  • Fucang Zhang
  • + 2 authors

10 July 2024

Drip fertigation (DF) is a widely used technology to increase grain yield with water and fertilizer conservation. However, the mechanism of high grain yield (GY) under DF is still unclear. Here, a four-year field experiment assessed the impacts of fo...

  • Article
  • Open Access
18 Citations
6,883 Views
19 Pages

A System for Acquisition, Processing and Visualization of Image Time Series from Multiple Camera Networks

  • Cemal Melih Tanis,
  • Mikko Peltoniemi,
  • Maiju Linkosalmi,
  • Mika Aurela,
  • Kristin Böttcher,
  • Terhikki Manninen and
  • Ali Nadir Arslan

24 June 2018

A system for multiple camera networks is proposed for continuous monitoring of ecosystems by processing image time series. The system is built around the Finnish Meteorological Image PROcessing Toolbox (FMIPROT), which includes data acquisition, proc...

  • Article
  • Open Access
8 Citations
4,441 Views
10 Pages

22 July 2020

Cerambycidae Diastocera trifasciata attacks were studied from October 2015 to September 2017 in three cashew tree orchards in the locality of Brobo in central Côte d’Ivoire. One hundred fifty-three (153) cashew trees, arranged on a diagon...

  • Article
  • Open Access
2 Citations
2,508 Views
28 Pages

PhenoCam Guidelines for Phenological Measurement and Analysis in an Agricultural Cropping Environment: A Case Study of Soybean

  • S. Sunoj,
  • C. Igathinathane,
  • Nicanor  Saliendra,
  • John Hendrickson,
  • David Archer and
  • Mark Liebig

19 February 2025

A PhenoCam is a near-surface remote sensing system traditionally used for monitoring phenological changes in diverse landscapes. Although initially developed for forest landscapes, these near-surface remote sensing systems are increasingly being adop...

  • Article
  • Open Access
2,344 Views
22 Pages

20 August 2025

This study utilized the North American PhenoCam network to evaluate phenological characteristics and their relationships with geographic and climatic factors across deciduous broadleaf (n = 39) and evergreen needleleaf (n = 13) forests over the past...

  • Article
  • Open Access
39 Citations
5,450 Views
11 Pages

Wind Effects for Floating Algae Dynamics in Eutrophic Lakes

  • Yuchao Zhang,
  • Steven Loiselle,
  • Kun Shi,
  • Tao Han,
  • Min Zhang,
  • Minqi Hu,
  • Yuanyuan Jing,
  • Lai Lai and
  • Pengfei Zhan

22 February 2021

Wind-speed decline is an important impact of climate change on the eastern Asian atmospheric circulation. Although wind does not determine algae biomass in eutrophic lakes, it is a decisive factor in the formation and severity of algae blooms. Based...

  • Feature Paper
  • Article
  • Open Access
7 Citations
2,668 Views
15 Pages

Phenological Changes and Driving Forces of Lake Ice in Central Asia from 2002 to 2020

  • Guanyu Hou,
  • Xiuliang Yuan,
  • Shixin Wu,
  • Xiaofei Ma,
  • Zihui Zhang,
  • Xingwen Cao,
  • Conghui Xie,
  • Qing Ling,
  • Weiyi Long and
  • Geping Luo

7 October 2022

Lake ice phenology is an indicator of past and present climate, it is sensitive to regional and global climate change. In the past few decades, the climate of Central Asia has changed significantly due to global warming and anthropogenic activities....

  • Article
  • Open Access
8 Citations
3,453 Views
27 Pages

Characterizing Growing Season Length of Subtropical Coniferous Forests with a Phenological Model

  • Yuan Gong,
  • Christina L. Staudhammer,
  • Susanne Wiesner,
  • Gregory Starr and
  • Yinlong Zhang

16 January 2021

Understanding plant phenological change is of great concern in the context of global climate change. Phenological models can aid in understanding and predicting growing season changes and can be parameterized with gross primary production (GPP) estim...

  • Review
  • Open Access
62 Citations
15,821 Views
24 Pages

Monitoring Forest Phenology in a Changing World

  • Ross E. J. Gray and
  • Robert M. Ewers

5 March 2021

Plant phenology is strongly interlinked with ecosystem processes and biodiversity. Like many other aspects of ecosystem functioning, it is affected by habitat and climate change, with both global change drivers altering the timings and frequency of p...

  • Article
  • Open Access
26 Citations
8,121 Views
27 Pages

26 May 2014

Vegetation phenology plays an important role in regulating processes of terrestrial ecosystems. Dynamic ecosystem models (DEMs) require representation of phenology to simulate the exchange of matter and energy between the land and atmosphere. Locatio...

  • Article
  • Open Access
21 Citations
4,506 Views
20 Pages

8 July 2023

Accurate determination of crop phenology information is essential for effective field management and decision-making processes. Remote sensing time series analyses are widely employed to extract the phenological stages. Each crop’s phenological...

  • Article
  • Open Access
9 Citations
2,809 Views
18 Pages

5 March 2024

The response of vegetation phenology to urbanization has become a growing concern. As impervious surfaces change as urbanization advances, the variation in vegetation phenology at the dynamic urbanization level was analyzed to significantly quantify...

  • Article
  • Open Access
35 Citations
4,178 Views
18 Pages

Vegetation Phenology Influenced by Rapid Urbanization of The Yangtze Delta Region

  • Haiyong Ding,
  • Luming Xu,
  • Andrew J. Elmore and
  • Yuli Shi

1 June 2020

Impacts of urbanization and climate change on ecosystems are widely studied, but these drivers of change are often difficult to isolate from each other and interactions are complicated. Ecosystem responses to each of these drivers are perhaps most cl...

  • Article
  • Open Access
2 Citations
2,787 Views
15 Pages

Wavelet Analysis Reveals Phenology Mismatch between Leaf Phenology of Temperate Forest Plants and the Siberian Roe Deer Molting under Global Warming

  • Heqin Cao,
  • Yan Hua,
  • Xin Liang,
  • Zexu Long,
  • Jinzhe Qi,
  • Dusu Wen,
  • Nathan James Roberts,
  • Haijun Su and
  • Guangshun Jiang

11 August 2022

Global warming is deeply influencing various ecological processes, especially regarding the phenological synchronization pattern between species, but more cases around the world are needed to reveal it. We report how the forest leaf phenology and ung...

  • Article
  • Open Access
5 Citations
3,305 Views
12 Pages

Potential Link between Ectomycorrhizal Community Composition and Host Tree Phenology

  • Tina Unuk Nahberger,
  • Rok Damjanič,
  • Hojka Kraigher and
  • Tine Grebenc

7 December 2021

The timing of leaf phenology tends to be crucial in controlling ecosystem processes such as the acquisition of carbon and water loss as well as in controlling tree nutrient cycling. To date, tree phenology has mostly been associated with environmenta...

  • Article
  • Open Access
6 Citations
2,605 Views
20 Pages

29 April 2024

Carbon uptake of vegetation is controlled by phenology and photosynthetic carbon uptake capacity. However, our knowledge of the seasonal responses of vegetation productivity to phenological and physiological changes in alpine ecosystems is still weak...

  • Article
  • Open Access
24 Citations
4,933 Views
21 Pages

14 January 2019

Monitoring plant phenology is one of the means of detecting the response of vegetation to changing environmental conditions. One approach for the study of vegetation phenology from local to global scales is to apply satellite-based indices. We invest...

  • Article
  • Open Access
3 Citations
2,038 Views
18 Pages

28 December 2024

Rapid Arctic warming is driving significant changes in boreal vegetation phenology and productivity. The potentially asynchronous response of these processes could substantially alter the relative impacts of phenological shifts on variations in gross...

  • Article
  • Open Access
423 Views
17 Pages

4 December 2025

The mid-domain effect (MDE) has been used to explain spatial diversity patterns and flowering phenology, but its role in fruiting phenology has received limited attention to date. This study investigates whether the MDE shapes fruiting phenology and...

  • Article
  • Open Access
1 Citations
933 Views
23 Pages

11 March 2025

Vegetation phenology has attracted considerable attention as one of the most sensitive indicators of global climate change. Remote sensing has significantly expanded our understanding of the spatial divergences of vegetation phenology. However, the c...

  • Article
  • Open Access
2 Citations
2,476 Views
18 Pages

21 April 2024

Vegetation is an important strategy for mitigating heat island effects, owed to its shading and evaporative cooling functions. However, urbanization has significantly affected regional vegetation phenology and can potentially weaken the cooling poten...

  • Article
  • Open Access
16 Citations
4,295 Views
21 Pages

Characterization of Dry-Season Phenology in Tropical Forests by Reconstructing Cloud-Free Landsat Time Series

  • Xiaolin Zhu,
  • Eileen H. Helmer,
  • David Gwenzi,
  • Melissa Collin,
  • Sean Fleming,
  • Jiaqi Tian,
  • Humfredo Marcano-Vega,
  • Elvia J. Meléndez-Ackerman and
  • Jess K. Zimmerman

23 November 2021

Fine-resolution satellite imagery is needed for characterizing dry-season phenology in tropical forests since many tropical forests are very spatially heterogeneous due to their diverse species and environmental background. However, fine-resolution s...

  • Article
  • Open Access
36 Citations
5,610 Views
19 Pages

4 July 2017

Understanding the spatio-temporal dynamics of land surface phenology is important to understanding changes in landscape ecological processes of semi-arid savannas in Southern Africa. The aim of the study was to determine the influence of variation in...

  • Article
  • Open Access
3,108 Views
18 Pages

Migration phenology influences many important ecological processes. For juvenile Pacific salmon, the timing of the seaward migration from fresh to marine waters is linked to early marine survival and adult returns. Seaward migration phenology is dete...

  • Article
  • Open Access
4 Citations
3,387 Views
40 Pages

Identifying Crop Growth Stages from Solar-Induced Chlorophyll Fluorescence Data in Maize and Winter Wheat from Ground and Satellite Measurements

  • Yuqing Hou,
  • Yunfei Wu,
  • Linsheng Wu,
  • Lei Pei,
  • Zhaoying Zhang,
  • Dawei Ding,
  • Guangshuai Wang,
  • Zhongyang Li and
  • Yongguang Zhang

11 December 2023

Crop growth stages are integral components of plant phenology and are of significant ecological and agricultural importance. While the use of remote sensing methods for phenology identification in cropland ecosystems has been extensively explored in...

  • Article
  • Open Access
8 Citations
2,639 Views
19 Pages

7 March 2023

Using Earth observation to accurately extract snow phenology changes is of great significance for deepening the understanding of the ecological environment and hydrological process, agricultural and animal husbandry production, and high-quality devel...

  • Article
  • Open Access
4 Citations
1,899 Views
16 Pages

7 December 2024

Net primary productivity (NPP) is a crucial indicator of ecosystem function and sustainability. Quantifying the response of NPP to phenological dynamics is essential for understanding the impact of climate change on ecosystem processes. In this study...

  • Article
  • Open Access
75 Citations
8,218 Views
13 Pages

21 February 2019

Crop planting area mapping and phenology monitoring are of great importance to analyzing the impacts of climate change on agricultural production. In this study, crop planting area and phenology were identified based on Sentinel-1 backscatter time se...

  • Article
  • Open Access
43 Citations
9,500 Views
19 Pages

6 August 2014

Phenology response to climatic variables is a vital indicator for understanding changes in biosphere processes as related to possible climate change. We investigated global phenology relationships to precipitation and land surface temperature (LST) a...

  • Article
  • Open Access
14 Citations
5,361 Views
21 Pages

30 March 2023

Vegetation phenology is a crucial biological indicator for monitoring changes in terrestrial ecosystems and global climate. Currently, there are limitations in using traditional vegetation indices for phenology monitoring (e.g., greenness saturation...

  • Article
  • Open Access
25 Citations
5,974 Views
18 Pages

9 January 2022

Near-surface cameras, such as those in the PhenoCam network, are a common source of ground truth data in modelling and remote sensing studies. Despite having locations across numerous agricultural sites, few studies have used near-surface cameras to...

  • Article
  • Open Access
13 Citations
3,695 Views
16 Pages

Impacts of Climate and Phenology on the Yields of Early Mature Rice in China

  • Yahui Guo,
  • Wenxiang Wu,
  • Yumei Liu,
  • Zhaofei Wu,
  • Xiaojun Geng,
  • Yaru Zhang,
  • Christopher Robin Bryant and
  • Yongshuo Fu

4 December 2020

Phenological variables are closely correlated with rice (Oryza sativa L.) yields as they play important roles in influencing and controlling the carbon allocations between plant organs, but their impacts on rice yields and their relative importance c...

  • Article
  • Open Access
60 Citations
14,953 Views
22 Pages

Season Spotter: Using Citizen Science to Validate and Scale Plant Phenology from Near-Surface Remote Sensing

  • Margaret Kosmala,
  • Alycia Crall,
  • Rebecca Cheng,
  • Koen Hufkens,
  • Sandra Henderson and
  • Andrew D. Richardson

1 September 2016

The impact of a rapidly changing climate on the biosphere is an urgent area of research for mitigation policy and management. Plant phenology is a sensitive indicator of climate change and regulates the seasonality of carbon, water, and energy fluxes...

  • Feature Paper
  • Article
  • Open Access
2,719 Views
22 Pages

30 July 2024

Spaceborne spectroscopic imaging offers the potential to improve our understanding of biodiversity and ecosystem services, particularly for challenging and rich environments like mangroves. Understanding the signals present in large volumes of high-d...

  • Article
  • Open Access
1,017 Views
22 Pages

26 September 2025

Accurate prediction of crop phenological stages is essential for effective crop management. Such a prediction provides the timing of phenological stages, thus aiding in scheduling management practices, understanding the potential risks of adverse wea...

  • Article
  • Open Access
40 Citations
6,802 Views
13 Pages

30 January 2019

Precise simulation of crop growth is crucial to yield estimation, agricultural field management, and climate change. Although assimilation of crop model and remote sensing data has been applied in crop growth simulation, few studies have considered o...

  • Article
  • Open Access
2,443 Views
20 Pages

Characterizing Vegetation Phenology Shifts on the Loess Plateau over Past Two Decades

  • Tong Wu,
  • Xiaoqian Xu,
  • Xinsen Chen,
  • Shixuan Lyu,
  • Guotao Zhang,
  • Dongdong Kong,
  • Yongqiang Zhang,
  • Yijuan Tang,
  • Yun Chen and
  • Junlong Zhang

14 July 2024

Phenology is a critical mirror reflecting vegetation growth and has a major impact on terrestrial ecosystems. The Loess Plateau (LP) is a paramount ecological zone in China that has experienced considerable vegetation changes. However, understanding...

  • Article
  • Open Access
8 Citations
3,296 Views
18 Pages

12 January 2023

This study aims to investigate potential archaeological proxies at a large Bronze Age fortification in Hungary, namely the Csanádpalota–Juhász T. tanya site, using open-access satellite data. Available Sentinel-2 images acquired b...

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