Skip to Content

647 Results Found

  • Article
  • Open Access
2 Citations
2,883 Views
11 Pages

22 December 2021

This study investigated biased prediction of cumulative precipitation, using a variety of patterns of histories of cumulative precipitation, to explore how such biased prediction could delay evacuation or evacuation orders. The irrationality in predi...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access

Urban areas face cumulative environmental pressures from climate variability, rapid urbanization, and growing concentrations of built assets, requiring geospatial methods that capture gradual, overlapping susceptibility patterns rather than rigid thr...

  • Article
  • Open Access
17 Citations
4,552 Views
17 Pages

Long-Term Trends in 20-Day Cumulative Precipitation for Residential Rainwater Harvesting in Poland

  • Fausto A. Canales,
  • Joanna Gwoździej-Mazur,
  • Piotr Jadwiszczak,
  • Joanna Struk-Sokołowska,
  • Katarzyna Wartalska,
  • Marcin Wdowikowski and
  • Bartosz Kaźmierczak

7 July 2020

Rainwater harvesting (RWH) for domestic uses is widely regarded as an economic and ecological solution in water conservation and storm management programs. This paper aims at evaluating long-term trends in 20-day cumulative rainfall periods per year...

(This article belongs to the Special Issue Innovations in Water Research 2020)
  • Article
  • Open Access
11 Citations
4,991 Views
13 Pages

Simulation of an Extreme Precipitation Event Using Ensemble-Based WRF Model in the Southeastern Coastal Region of China

  • Lu Gao,
  • Jianhui Wei,
  • Xiangyong Lei,
  • Miaomiao Ma,
  • Lan Wang,
  • Xiaojun Guan and
  • Hui Lin

25 January 2022

Extreme weather events have increased significantly in the past decades due to global warming. As a robust forecast and monitoring tool of extreme weather events, regional climate models have been widely applied on local scales. This study presented...

(This article belongs to the Special Issue The Physics, Dynamics, and Prediction of Extreme Weather in a Changing Climate)
  • Article
  • Open Access
12 Citations
3,061 Views
27 Pages

23 February 2024

Previous studies have shown that climate change has significant cumulative effects on vegetation growth. However, there remains a gap in understanding the characteristics of cumulative climatic effects on different vegetation types and the underlying...

(This article belongs to the Topic Climate Change Impacts and Adaptation: Interdisciplinary Perspectives)
  • Article
  • Open Access
2 Citations
3,787 Views
17 Pages

7 February 2024

Reliable runoff modeling is essential for water resource allocation and management. However, a key uncertainty source is that the true precipitation field is difficult to measure, making reliable runoff modeling still challenging. To account for this...

  • Article
  • Open Access
17 Citations
5,425 Views
16 Pages

Quantitative Assessment of Surface Runoff and Base Flow Response to Multiple Factors in Pengchongjian Small Watershed

  • Lei Ouyang,
  • Shiyu Liu,
  • Jingping Ye,
  • Zheng Liu,
  • Fei Sheng,
  • Rong Wang and
  • Zhihong Lu

10 September 2018

Quantifying the impacts of multiple factors on surface runoff and base flow is essential for understanding the mechanism of hydrological response and local water resources management as well as preventing floods and droughts. Despite previous studies...

(This article belongs to the Special Issue Afforestation and Reforestation: Drivers, Dynamics, and Impacts)
  • Article
  • Open Access
1,773 Views
27 Pages

30 January 2026

Accurate precipitation mapping is essential for effective disaster management; however, individual radar, satellite, and numerical weather prediction products often struggle in the topographically complex terrain of South Korea. This study proposes a...

(This article belongs to the Special Issue Application of Big Data and Machine Learning in Hydrological Forecasting and Water Resource Management)
  • Article
  • Open Access
7 Citations
4,756 Views
25 Pages

Extreme Droughts in the Peruvian Amazon Region (2000–2024)

  • Daniel Martínez-Castro,
  • Ken Takahashi,
  • Jhan-Carlo Espinoza,
  • Alejandro Vichot-Llano,
  • Miguel Octavio Andrade and
  • Fey Yamina Silva

10 June 2025

Droughts in the Amazon region are expected to increase in frequency and intensity, which would negatively affect the tropical forest, leading to a positive climate–forest feedback loop that could potentially result in the collapse of this ecosy...

(This article belongs to the Special Issue The Impact of Climate Change and Land Use on Water Resources—an Issue of Environmental Global Safety)
  • Article
  • Open Access
20 Citations
4,988 Views
16 Pages

Land degradation is one of the world’s most serious environmental issues. Human activities play an important role in it. Therefore, human-induced land degradation monitoring is of crucial scientific significance in revealing the evolution of la...

(This article belongs to the Special Issue Land management accounting inter-correlations among soil erosion risk, cropping suitability and environmental footprint)
  • Article
  • Open Access
1,801 Views
15 Pages

Evaluating IMERG Satellite Precipitation-Based Design Storms in the Conterminous U.S. Using NOAA Atlas Datasets

  • Kenneth Okechukwu Ekpetere,
  • Xingong Li,
  • Jude Kastens,
  • Joshua K. Roundy and
  • David B. Mechem

3 September 2025

Probable Maximum Storms (PMS) are synthetic design storms represented by idealized hyetographs. They play a critical role in assessing extreme rainfall events over extended durations and are widely applied in the hydraulic design of infrastructure su...

(This article belongs to the Special Issue Advances in Extreme Hydrological Events Modeling)
  • Article
  • Open Access
6 Citations
3,030 Views
16 Pages

30 June 2022

It is important to study precipitation chemistry to comprehend both atmospheric and environmental processes. The aim of this study was the reconstruction of daily concentration patterns of major ions in precipitation from samples exposed for longer a...

(This article belongs to the Special Issue Feature Papers in Air Quality)
  • Article
  • Open Access
19 Citations
4,058 Views
16 Pages

Change-Point Analysis of Precipitation and Drought Extremes in China over the Past 50 Years

  • Min Liu,
  • Pengfei Liu,
  • Ying Guo,
  • Yanfang Wang,
  • Xinxin Geng,
  • Zhenlong Nie and
  • Yang Yu

20 December 2019

Increases in climate extremes and their impacts have attracted global attention recently. In this study, the change-point years of precipitation extremes (PEs) and drought extremes (DEs) were investigated by Moving t-Test at 500 stations across the s...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
10 Citations
3,061 Views
15 Pages

Soil Organic Carbon and Total Nitrogen Stocks and Interactions with Soil Metal Oxides in Different Climatic Zones

  • Wenzhi Zhou,
  • Suyan Li,
  • Xiangyang Sun,
  • Rongsong Zou,
  • Libing He,
  • Jiantao Yu,
  • Guanyu Zhao,
  • Zhe Chen,
  • Xueting Bai and
  • Jinshuo Zhang

1 August 2023

Studying both soil carbon (C) and nitrogen (N) storages in different climate zones and their relationship with climatic factors is of great significance for understanding soil fertility and predicting global climate change. Climate influences soil mi...

(This article belongs to the Special Issue Forest Vegetation and Soils: Interaction, Management and Alterations)
  • Abstract
  • Open Access
2,103 Views
5 Pages

Rainfall Nowcasting Exploiting Machine-Learning Techniques: A Case Study in Southern Italy

  • Dina Pirone,
  • Luigi Cimorelli,
  • Giuseppe Del Giudice and
  • Domenico Pianese

During emergency situations, short-term rainfall forecasting is crucial for human life-saving and economic damage mitigation. However, due to the high interconnection among the meteorological variables, the rainfall evolution mechanism is challenging...

(This article belongs to the Proceedings of EWaS5 International Conference: “Water Security and Safety Management: Emerging Threats or New Challenges? Moving from Therapy and Restoration to Prognosis and Prevention”)
  • Article
  • Open Access
1 Citations
1,772 Views
20 Pages

An Investigation of the Thickness of Huhenuoer Lake Ice and Its Potential as a Temporary Ice Runway

  • Ying Wang,
  • Qiuming Zhao,
  • Bo Zhang,
  • Qingjiang Wang,
  • Peng Lu,
  • Qingkai Wang,
  • Xinghua Bao and
  • Jiahuan He

31 January 2025

The study of ice runways has significant practical importance. Regarding inland lake ice, while little of the practicality of ice runways during the ice formation period was explored in the published articles, the analysis of the time period and suit...

(This article belongs to the Special Issue Ice and Snow Properties and Their Applications)
  • Article
  • Open Access
2 Citations
1,455 Views
22 Pages

10 April 2025

Understanding the impact of drought on the water use efficiency (WUE) of grasslands is essential for comprehending the mechanisms of the carbon–water cycle in the context of global warming. Nevertheless, the cumulative and lagged effects of dro...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
4 Citations
3,284 Views
14 Pages

Climate and Wolbachia Impacts on Anoplolepis gracilipes (Hymenoptera: Formicidae)

  • Yu-Jen Lin,
  • Ching-Hong Yeh,
  • Chen-Zhe Wu and
  • Li-Hsin Wu

2 December 2023

The yellow crazy ant (Anoplolepis gracilipes (Smith, 1857)) is a prominent invasive species exhibiting variable population dynamics. Through collecting long-term climate data and validating field surveys with MaxEnt SDM projections, our results indic...

  • Article
  • Open Access
2 Citations
2,641 Views
21 Pages

Human Activities Have Altered Sediment Transport in the Yihe River, the Longest River Originating from Shandong Province, China

  • Jiayuan Liu,
  • Shuwei Zheng,
  • Jinkuo Lin,
  • Mengjie Zhao,
  • Yanan Ma,
  • Banghui Chen,
  • Fei Wen,
  • Zhijie Lu and
  • Zijun Li

25 June 2024

Climate change and human activities affect regional sediment transport and ecological environment construction. Investigating sediment transport and its influencing factors in the Yihe River Basin (YHRB) will provide guidance for regional soil and wa...

(This article belongs to the Topic Advances in Hydrogeological Research)
  • Article
  • Open Access
2 Citations
2,185 Views
61 Pages

14 September 2025

This study investigates the complex factors influencing groundwater NO3-N concentrations on Miyako Island, which has a geological structure of highly permeable Ryukyu Limestone over less permeable mudstone. The groundwater NO3-N levels peaked at near...

(This article belongs to the Special Issue Water-Induced Geo-Disaster Reduction in the Context of Climate Change: Hydrology, Management Strategies, and Ecological Geological Engineering)
  • Article
  • Open Access
3 Citations
3,253 Views
17 Pages

11 June 2020

Significant variation in the precipitation events caused by global climate change has made it difficult to manage water resources due to the increased frequency of unexpected droughts and floods. Under these conditions, groundwater is needed to ensur...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
51 Citations
5,774 Views
18 Pages

Copula-Based Abrupt Variations Detection in the Relationship of Seasonal Vegetation-Climate in the Jing River Basin, China

  • Jing Zhao,
  • Shengzhi Huang,
  • Qiang Huang,
  • Hao Wang,
  • Guoyong Leng,
  • Jian Peng and
  • Haixia Dong

9 July 2019

Understanding the changing relationships between vegetation coverage and precipitation/temperature (P/T) and then exploring their potential drivers are highly necessary for ecosystem management under the backdrop of a changing environment. The Jing R...

(This article belongs to the Special Issue Observations, Modeling, and Impacts of Climate Extremes)
  • Article
  • Open Access
7 Citations
3,664 Views
15 Pages

20 May 2024

Coastal beaches are vulnerable to microplastic pollution originating primarily from terrestrial and marine sources or the in situ weathering of plastic waste. The present study investigates the effects of rainfall events on the composition and divers...

(This article belongs to the Section Emerging Contaminants)
  • Feature Paper
  • Article
  • Open Access
2,064 Views
11 Pages

The Future of Snowpack Drought in the Upper Colorado River Basin (USA)

  • Abel Andrés Ramírez Molina,
  • Glenn Tootle,
  • Zhixu Sun and
  • Joshua Fu

The Upper Colorado River Basin (UCRB), through the process of snow accumulation, to snowmelt, to streamflow runoff, provides a critical water source to approximately 40 million residents in the Southwestern United States. Given the importance of late...

(This article belongs to the Section Hydrology–Climate Interactions)
  • Article
  • Open Access
16 Citations
4,156 Views
19 Pages

21 December 2023

The study of the response of vegetation phenology in the Qinghai Tibet Plateau to various climatic variables is paramount to unveiling the reaction of alpine ecosystems to worldwide climate alterations. Nonetheless, the lagged and cumulative effects...

(This article belongs to the Special Issue Vegetation Dynamics Revealed by Remote Sensing and Its Feedback to Regional and Global Climate Ⅱ)
  • Article
  • Open Access
7 Citations
4,969 Views
21 Pages

Comparing Precipitation during Typhoons in the Western North Pacific Using Satellite and In Situ Observations

  • Jessica R. P. Sutton,
  • Alexandra Jakobsen,
  • Kathryn Lanyon and
  • Venkat Lakshmi

12 February 2022

Typhoons are known for causing heavy precipitation, very strong winds, and storm surges. With climate change, the occurrence, strength, and duration of typhoons are changing. Daily, weekly, and monthly precipitation from in situ stations from the NOA...

(This article belongs to the Special Issue Prediction of Extreme Weather Events)
  • Article
  • Open Access
3 Citations
2,994 Views
14 Pages

Assessment of Typhoon Precipitation Forecasts Based on Topographic Factors

  • Xu-Zhe Chen,
  • Yu-Long Ma,
  • Chun-Qiao Lin and
  • Ling-Li Fan

26 October 2023

For this paper, a new global atmospheric model (Global-to-Regional Integrated forecast SysTem; GRIST) with improved sub-grid scale orographic parameterization was verified and assessed, with an emphasis on the precipitation caused by typhoons. Four t...

(This article belongs to the Special Issue Air Temperature and Precipitation and Relationship to Atmospheric Circulation)
  • Article
  • Open Access
8 Citations
2,967 Views
16 Pages

13 October 2021

Extreme hourly precipitation is amongst the most prominent driving factors of flash floods and geological disasters. Based on the hourly precipitation data of 35 stations in the Three Gorges Reservoir Region (TGRR) from 1998 to 2020, we analyzed the...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
5,127 Views
18 Pages

31 January 2017

Precipitation during the period 2001–2016 over the northern and central part of Tuscany was studied in order to characterize the rainfall regime. The dataset consisted of hourly cumulative rainfall series recorded by a network of 801 rain gauges. The...

(This article belongs to the Special Issue Advances in Hydro-Meteorological Monitoring)
  • Article
  • Open Access
10 Citations
4,319 Views
16 Pages

How Do We Define Climate Change? Considering the Temporal Resolution of Niveo-Meteorological Data

  • Steven R. Fassnacht,
  • Glenn G. Patterson,
  • Niah B.H. Venable,
  • Mikaela L. Cherry,
  • Anna K.D. Pfohl,
  • Jessica E. Sanow and
  • Molly E. Tedesche

Historically, snowpack trends have been assessed using one fixed date to represent peak snow accumulation prior to the onset of melt. Subsequent trend analyses have considered the peak snow water equivalent (SWE), but the date of peak SWE can vary by...

  • Article
  • Open Access
210 Views
24 Pages

23 September 2026

Boreal forest ecosystems across mid-to-high latitudes in the Northern Hemisphere show strong responses to climate change. Vegetation growth is influenced by cumulative climatic effects with time lags, as well as human disturbances. This study selects...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
9 Citations
4,354 Views
17 Pages

30 October 2020

Numerous simulation studies of the effect of global warming on arid regions have indicated that increases in temperature and decreases in precipitation will trigger water shortages, drought, and further aridification. In north-east Asia, especially C...

(This article belongs to the Special Issue Applications of Remote Sensing for Livestock and Grazing Land Management)
  • Article
  • Open Access
1 Citations
1,410 Views
19 Pages

Hydrological Sensitivity to Land-Use and Climate Change in the Asa Watershed, Nigeria

  • Ismail Adebayo Adigun,
  • Shiksha Bastola,
  • Beomgu Kim,
  • Chi Young Kim and
  • Younghun Jung

8 December 2025

Understanding the interaction between land use and climate variability in regulating the hydrology of tropical watersheds remains a significant scientific and policy challenge, particularly in regions with limited data. This study applied the InVEST...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
43 Citations
7,678 Views
19 Pages

Error Analysis of Satellite Precipitation-Driven Modeling of Flood Events in Complex Alpine Terrain

  • Yiwen Mei,
  • Efthymios I. Nikolopoulos,
  • Emmanouil N. Anagnostou,
  • Davide Zoccatelli and
  • Marco Borga

30 March 2016

The error in satellite precipitation-driven complex terrain flood simulations is characterized in this study for eight different global satellite products and 128 flood events over the Eastern Italian Alps. The flood events are grouped according to t...

  • Technical Note
  • Open Access
9 Citations
4,026 Views
13 Pages

Spatiotemporal Variations in Compound Extreme Events and Their Cumulative and Lagged Effects on Vegetation in the Northern Permafrost Regions from 1982 to 2022

  • Yunxia Dong,
  • Guimin Liu,
  • Xiaodong Wu,
  • Lin Wang,
  • Haiyan Xu,
  • Sizhong Yang,
  • Tonghua Wu,
  • Evgeny Abakumov,
  • Jun Zhao and
  • Meiqi Shao
  • + 1 author

6 January 2025

The northern permafrost regions are increasingly experiencing frequent and intense extreme events, with a rise in the occurrence of compound extreme events. Many climate-related hazards in these areas are driven by such compound events, significantly...

(This article belongs to the Special Issue Remote Sensing in Applied Ecology (Second Edition))
  • Article
  • Open Access
5 Citations
2,787 Views
19 Pages

Estimating Precipitation Using LSTM-Based Raindrop Spectrum in Guizhou

  • Fuzeng Wang,
  • Yaxi Cao,
  • Qiusong Wang,
  • Tong Zhang and
  • Debin Su

15 June 2023

The change in raindrop spectrum characteristics is an important factor affecting the accuracy of estimations of precipitation. The in-depth study of raindrop spectrum characteristics is of great interest for understanding precipitation process and im...

(This article belongs to the Special Issue Hydroclimate in a Changing World: Recent Trends, Current Progress and Future Directions)
  • Article
  • Open Access
23 Citations
6,124 Views
18 Pages

29 September 2019

Stratiform and convective rain types are associated with different cloud physical processes, vertical structures, thermodynamic influences and precipitation types. Distinguishing convective and stratiform systems is beneficial to meteorology research...

(This article belongs to the Special Issue Remote Sensing of the Terrestrial Hydrologic Cycle)
  • Article
  • Open Access
35 Citations
7,175 Views
16 Pages

2 December 2020

Climate polarization due to global warming has increased the intensity of drought in some regions, and the need for drought estimation studies to help minimize damage is increasing. In this study, we constructed remote sensing and climate data for Bo...

(This article belongs to the Section Urban Water Management)
  • Article
  • Open Access
1 Citations
811 Views
19 Pages

Simulating Rainfall for Flood Forecasting in the Upper Minjiang River

  • Wenjie Zhao,
  • Yang Zhao,
  • Qijia Zhao,
  • Xingping Wang,
  • Tiantian Su and
  • Yuan Guo

19 December 2025

The accuracy and timeliness of precipitation inputs have significant impact on flood forecasting. Upstream Minjiang River Basin is characterized by complex terrain and highly variable climatic conditions, posing a significant challenge for runoff for...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
35 Citations
8,204 Views
23 Pages

Ground Deformation Analysis Using InSAR and Backpropagation Prediction with Influencing Factors in Erhai Region, China

  • Yuyi Wang,
  • Yahui Guo,
  • Shunqiang Hu,
  • Yong Li,
  • Jingzhe Wang,
  • Xuesong Liu and
  • Le Wang

19 May 2019

The long continuity of Interferometric Synthetic Aperture Radar (InSAR) can provide high space and resolution data for ground deformation investigations. The ground deformation in this paper appeared in the city’s development, although it is cl...

(This article belongs to the Special Issue Sustainable Applications of Remote Sensing and Geospatial Information Systems to Earth Observations)
  • Article
  • Open Access
4 Citations
2,971 Views
21 Pages

Deep Learning for Opportunistic Rain Estimation via Satellite Microwave Links

  • Giovanni Scognamiglio,
  • Andrea Rucci,
  • Attilio Vaccaro,
  • Elisa Adirosi,
  • Fabiola Sapienza,
  • Filippo Giannetti,
  • Giacomo Bacci,
  • Sabina Angeloni,
  • Luca Baldini and
  • Samantha Melani
  • + 3 authors

29 October 2024

Accurate precipitation measurement is critical for managing flood and drought risks. Traditional meteorological tools, such as rain gauges and remote sensors, have limitations in resolution, coverage, and cost-effectiveness. Recently, the opportunist...

(This article belongs to the Special Issue Remote Sensing in Atmospheric Measurements)
  • Article
  • Open Access
8 Citations
2,497 Views
14 Pages

13 April 2023

Precipitation images play an important role in meteorological forecasting and flood forecasting, but how to characterize precipitation images and conduct rainfall similarity analysis is challenging and meaningful work. This paper proposes a rainfall...

(This article belongs to the Special Issue Deep Learning and Edge Computing for Internet of Things)
  • Article
  • Open Access
13 Citations
5,278 Views
17 Pages

16 January 2020

Bias correction methods are routinely used to correct climate model outputs for hydrological and agricultural impact studies. Even though superior bias correction methods can correct the distribution of daily precipitation amounts, as well as the wet...

(This article belongs to the Section Biometeorology and Bioclimatology)
  • Article
  • Open Access
329 Views
28 Pages

RSEI-Based Assessment of Ecological Quality in an Alpine Transitional Region Incorporating Climate Accumulation Effects and Multiscale Drivers

  • Xiaojuan Wu,
  • Hao Niu,
  • Chenchao Xiao,
  • Yudong Gao,
  • Boyao Ren,
  • Kexin Ning,
  • Junyi Peng,
  • Weixin Xu and
  • Xiaoning Lu

11 September 2026

The ecological security of the Qinghai–Tibet Plateau (QTP) alpine transitional region plays a critical role in regional and global climate regulation. Conventional Remote Sensing Ecological Index (RSEI) assessments, however, rely on single-date...

(This article belongs to the Section Ecological Remote Sensing)
  • Article
  • Open Access
1 Citations
2,601 Views
18 Pages

16 April 2024

Climate is one of the key factors driving changes in vegetation, and the response of the vegetation to climate often occurs with a time delay. However, research on the cumulative lagged response of the vegetation to meteorological factors in large-sc...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
2 Citations
2,119 Views
13 Pages

15 November 2024

Nitrous oxide (N2O) ranks as the third most significant greenhouse gas, capable of depleting the ozone layer and posing threats to terrestrial ecosystems. Climate change alters precipitation variability, notably in terms of frequency and magnitude. H...

  • Article
  • Open Access
13 Citations
7,997 Views
21 Pages

15 November 2010

This study examined the influence of climate on cumulative and interannual growth patterns of 18 full-sib families of hybrid poplars (Populus × smithii Boivin) derived from different geographical locations (state counties) of natural stands of aspen...

  • Article
  • Open Access
28 Citations
10,040 Views
14 Pages

In recent years, the Southeast region in Brazil has suffered from the effects of drought events. Analyzing the history of drought events is fundamental to establish potential risks of the occurrence of droughts in the future. One of the many ways to...

  • Article
  • Open Access
2 Citations
2,191 Views
17 Pages

11 October 2022

Nearly all the current winter wheat–soybean cropping systems occurring in the southeastern United States (SE) region are rainfed, as such, precipitation (P) underpins energy partitioning. We investigated, using the eddy covariance technique, th...

(This article belongs to the Special Issue Agrometeorology)
  • Article
  • Open Access
7 Citations
2,699 Views
19 Pages

Analysis of Vegetation Changes and Driving Factors on the Qinghai-Tibet Plateau from 2000 to 2022

  • Xiaoqi Ren,
  • Peng Hou,
  • Yutiao Ma,
  • Rongfei Ma,
  • Jiahao Wang and
  • Le Xie

12 December 2024

This study assesses the impact of climate change and human activities on vegetation dynamics (kNDVI) on the Qinghai-Tibet Plateau (QTP) between 2000 and 2022, considering both lag and cumulative effects. Given the QTP’s high sensitivity to clim...

(This article belongs to the Special Issue Application of Remote Sensing in Vegetation Dynamic and Ecology)

of 13