☆ 4.7 Article

Spatio-temporal distribution of NDVI and its influencing factors in China

JOURNAL OF HYDROLOGY (2021)

Related references

Note: Only part of the references are listed.

Article Engineering, Multidisciplinary

Principal component analysis to study the relations between the spread rates of COVID-19 in high risks countries

Mohammad Reza Mahmoudi et al.

Summary: This research examines the number of Covid-19 cases and deaths in France, Germany, Iran, Italy, Spain, United Kingdom, and United States, exploring the relationships between these countries and categorizing them based on the spread rate using Pearson's correlation and principal component analysis.

ALEXANDRIA ENGINEERING JOURNAL (2021)

Add to Collection

Article Engineering, Multidisciplinary

Background dominant colors extraction method based on color image quick fuzzy c-means clustering algorithm

Zun-yang Liu et al.

Summary: The study proposes a Color Image Quick Fuzzy C-Means (CIQFCM) clustering algorithm based on clustering spatial mapping, which is used for rapid extraction of dominant colors in background images. The results show that setting the quantization interval to 4 can improve clustering efficiency while maintaining good clustering effects. Furthermore, as image size increases, the efficiency improvement of the CIQFCM algorithm also increases, demonstrating its significant advantage in extracting dominant colors from large-size images.

DEFENCE TECHNOLOGY (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

Novel hybrid pair recommendations based on a large-scale comparative study of concept drift detection

Elif Selen Baburoglu et al.

Summary: This study focuses on addressing concept drift during online learning through a large-scale comparison of drift detectors and classifiers to determine the most efficient matched pairs for improving model accuracy. The results indicate that the most effective pairs primarily include the HDDMA, RDDM, WSTD, and FHDDM detectors, which vary depending on the dataset type and size.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Add to Collection

Article Environmental Sciences

A comprehensive characterization of MODIS daily burned area mapping accuracy across fire sizes in tropical savannas

M. L. Campagnolo et al.

Summary: This paper evaluates the accuracy of burned area products relying on different spectral channels and spatial resolutions using extensive validation data. The study shows that better spatial resolution is preferable for small burns, while a broader range of spectral channels is more beneficial for large burns.

REMOTE SENSING OF ENVIRONMENT (2021)

Add to Collection

Article Engineering, Civil

Integrated meteorological drought monitoring framework using multi-sensor and multi-temporal earth observation datasets and machine learning algorithms: A case study of central India

Neeti Neeti et al.

Summary: This study developed an integrated framework for high resolution spatio-temporal analysis of droughts, starting from coarse scale precipitation data, to support local drought risk planning and targeting mitigation decisions and actions.

JOURNAL OF HYDROLOGY (2021)

Add to Collection

Article Geosciences, Multidisciplinary

Topographic patterns of forest decline as detected from tree rings and NDVI

Zhou Wang et al.

Summary: The study shows that topographic factors, especially elevation, indirectly influence the vulnerability of sites to forest decline, which can be used to predict spatial decline risks.

CATENA (2021)

Add to Collection

Article Biodiversity Conservation

Evolution of the dry-wet variations since 1834 CE in the Liiliang Mountains, north China and its relationship with the Asian summer monsoon

Qiufang Cai et al.

Summary: Under the background of global climate change, more local and regional long-term high-resolution climate reconstructions, especially hydroclimate, are needed to better predict and cope with future climate change. The reconstructed SPEI26 reflects the dry-wet variations in North China from spring to early summer, showing different dry and wet periods. The study suggests that the strength of the Indian summer monsoon and the East Asian summer monsoon in the previous year play vital roles in the dry-wet variations. Additionally, the Atlantic Multi-decadal Oscillation index influences the hydroclimate in North China by impacting the Asian summer monsoon system.

ECOLOGICAL INDICATORS (2021)

Add to Collection

Article Biodiversity Conservation

Use time series NDVI and EVI to develop dynamic crop growth metrics for yield modeling

Sadia Alam Shammi et al.

Summary: This study introduced new crop growth metrics based on NDVI and EVI, which were found to be effective for monitoring crop growth and modeling yield, particularly for soybean in Mississippi Delta. The models based on NDVI-derived VGM85 and EVI-derived VGMmax showed the best fit for linear yield modeling in this region.

ECOLOGICAL INDICATORS (2021)

Add to Collection

Article Environmental Sciences

Mapping abandoned farmland in China using time series MODIS NDVI

Xiufang Zhu et al.

Summary: The study used a decision tree classification to develop land cover land use (LCLU) maps for the period 2000-2017 based on satellite data, and analyzed the spatial distribution, intensity, trend, frequency, and recultivation of abandoned farmland in China. The results showed that approximately 60% of agricultural areas in China experienced an increasing trend in farmland abandonment, with the average national rate being 5% over the period 2002-2017. This study also produced the first map detailing the distribution of abandoned farmland across China.

SCIENCE OF THE TOTAL ENVIRONMENT (2021)

Add to Collection

Article Environmental Sciences

The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains

Linshan Yang et al.

Summary: This study analyzed the impact of climate change and vegetation greening on terrestrial evapotranspiration using the GLEAM model. The results showed that increases in precipitation and vegetation had a positive effect on ETa, while potential evaporation had a negative contribution.

SCIENCE OF THE TOTAL ENVIRONMENT (2021)

Add to Collection

Article Environmental Sciences

Quantitative contributions of climate change and human activities to vegetation changes over multiple time scales on the Loess Plateau

Shangyu Shi et al.

Summary: The study found that vegetation coverage on the Loess Plateau is increasing, positively correlated with the standardized precipitation evapotranspiration index (SPEI), indicating that long-term water availability is the major climate factor affecting vegetation growth. Climate change accounts for 45.78% of vegetation change, while human activities account for 54.22%, with the relative role of climate change increasing with time scales.

SCIENCE OF THE TOTAL ENVIRONMENT (2021)

Add to Collection

Article Environmental Sciences

Mapping farmland soil organic carbon density in plains with combined cropping system extracted from NDVI time-series data

Zihao Wu et al.

Summary: This study successfully obtained and incorporated cropping system information in mapping farmland SOCD in plains by combining NDVI time-series data and the RK method. Significant differences in SOCD under different cropping systems were observed, with single cropping rice having higher SOCD than rice-wheat rotation and dry crops.

SCIENCE OF THE TOTAL ENVIRONMENT (2021)

Add to Collection

Review Computer Science, Information Systems

Deep Learning Algorithms for Cybersecurity Applications: A Technological and Status Review

Priyanka Dixit et al.

Summary: Cybersecurity aims to prevent hardware, software, and data in systems with active internet connections from external attacks, mainly deployed in databases and systems to prevent unauthorized access. Analysis of deep learning algorithms in cybersecurity applications shows improved accuracy and performance of cybersecurity applications when deep learning models are applied in realtime.

COMPUTER SCIENCE REVIEW (2021)

Add to Collection

Article Geosciences, Multidisciplinary

Spatio-temporal variation characteristics of NDVI and its response to climate on the Loess Plateau from 1985 to 2015

Peng Li et al.

Summary: This study evaluated the spatial-temporal variation characteristics of NDVI on the Loess Plateau and its response to climate using data from GIMMS NDVI 3g and five climatic factors. The results showed an overall upward trend in vegetation at the annual scale, with severe degradation in certain regions. The correlation between NDVI and atmospheric pressure was negative, while it was positive for the other four climatic factors. The study also found different impacts of climatic, topographical, and geographical elements under different land uses on the spatial distribution of NDVI.

CATENA (2021)

Add to Collection

Article Engineering, Civil

Factors controlling the asymmetry of soil moisture and vegetation dynamics in a hilly Mediterranean catchment

V Garcia-Gamero et al.

Summary: The study in southern Spain revealed that aspect influences the ecohydrological dynamics of an oak-woodland savanna, with north-facing slopes drying out earlier and having denser vegetation compared to south-facing slopes. The presence of deep weathered bedrock on the north-facing slope provides an additional water source for vegetation, while vegetation on the south-facing slope relies mainly on soil moisture.

JOURNAL OF HYDROLOGY (2021)

Add to Collection

Article Engineering, Civil

Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods

Lichang Yin et al.

Summary: Accurately estimating terrestrial evapotranspiration (ET) in China is important for water resource management. This study evaluates six machine learning methods to improve China terrestrial ET estimation, with the Gaussian process regression (GPR) method showing superior performance. The results suggest that the GPR method can reduce errors and improve accuracy compared to other methods and available ET products.

JOURNAL OF HYDROLOGY (2021)

Add to Collection

Article Engineering, Civil

Impact of changes in water management on hydrology and environment: A case study in North China

Dan Li et al.

JOURNAL OF HYDRO-ENVIRONMENT RESEARCH (2020)

Add to Collection

Article Environmental Sciences

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Dieu Tien Bui et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

Add to Collection

Article Geosciences, Multidisciplinary

A remote sensing and artificial neural network-based integrated agricultural drought index: Index development and applications

Xianfeng Liu et al.

CATENA (2020)

Add to Collection

Article Engineering, Civil

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

Quang-Thanh Bui et al.

JOURNAL OF HYDROLOGY (2020)

Add to Collection

Article Engineering, Civil

Eco-hydrology and geomorphology of the largest floods along the hyperarid Kuiseb River, Namibia

Tamir Grodek et al.

JOURNAL OF HYDROLOGY (2020)

Add to Collection

Article Biodiversity Conservation

Modeling the potential distribution of Zelkova schneideriana under different human activity intensities and climate change patterns in China

Jiejie Sun et al.

GLOBAL ECOLOGY AND CONSERVATION (2020)

Add to Collection

Article Agriculture, Multidisciplinary

Normalized NDVI valley area index (NNVAI)-based framework for quantitative and timely monitoring of winter wheat frost damage on the Huang-Huai-Hai Plain, China

Longcai Zhao et al.

AGRICULTURE ECOSYSTEMS & ENVIRONMENT (2020)

Add to Collection

Article Environmental Sciences

Evaluation of Evapotranspiration for Exorheic Catchments of China during the GRACE Era: From a Water Balance Perspective

Yulong Zhong et al.

REMOTE SENSING (2020)

Add to Collection

Article Engineering, Civil

Evaluation of the performance of Euro-CORDEX Regional Climate Models for assessing hydrological climate change impacts in Great Britain: A comparison of different spatial resolutions and quantile mapping bias correction methods

Ernesto Pasten-Zapata et al.

JOURNAL OF HYDROLOGY (2020)

Add to Collection

Article Engineering, Civil

Quantitative contribution of climate change and human activities to vegetation cover variations based on GA-SVM model

Shengzhi Huang et al.

JOURNAL OF HYDROLOGY (2020)

Add to Collection

Article Water Resources

Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms

Yangxiaoyue Liu et al.

ADVANCES IN WATER RESOURCES (2020)

Add to Collection

Article Agronomy

Satellite-based NDVI crop coefficients and evapotranspiration with eddy covariance validation for multiple durum wheat fields in the US Southwest

Andrew N. French et al.

AGRICULTURAL WATER MANAGEMENT (2020)

Add to Collection

Article Biodiversity Conservation

Long-term NDVI and recent vegetation cover profiles of major offshore island nesting sites of sea turtles in Saudi waters of the northern Arabian Gulf

Rommel H. Maneja et al.

ECOLOGICAL INDICATORS (2020)

Add to Collection

Article Biodiversity Conservation

Applying Geodetector to disentangle the contributions of natural and anthropogenic factors to NDVI variations in the middle reaches of the Heihe River Basin

Lijun Zhu et al.

ECOLOGICAL INDICATORS (2020)

Add to Collection

Article Statistics & Probability

Tests for regression coefficients in high dimensional partially linear models

Yan Liu et al.

STATISTICS & PROBABILITY LETTERS (2020)

Add to Collection

Article Geography, Physical

NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing

Hao Zhang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2020)

Add to Collection

Article Environmental Sciences

Temperature Vegetation Precipitation Dryness Index (TVPDI)-based dryness-wetness monitoring in China

Wei Wei et al.

REMOTE SENSING OF ENVIRONMENT (2020)

Add to Collection

Article Environmental Sciences

The presence of invasive grasses affects the soil seed bank composition and dynamics of both invaded and non-invaded areas of open savannas

Mariana Dairel et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2020)

Add to Collection

Article Engineering, Civil

Trade-off between watershed water yield and ecosystem productivity along elevation gradients on a complex terrain in southwestern China

Ning Liu et al.

JOURNAL OF HYDROLOGY (2020)

Add to Collection

Article Plant Sciences

Application of NDVI for identify potentiality of the urban forest for the design of a green corridors system in intermediary cities of Latin America: Case study, Temuco, Chile

Roberto Moreno et al.

URBAN FORESTRY & URBAN GREENING (2020)

Add to Collection

Article Environmental Sciences

Assessment of NDVI variations in responses to climate change in the Horn of Africa

Mihretab G. Ghebrezgabher et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2020)

Add to Collection

Article Agronomy

Improved mapping and change detection of the start of the crop growing season in the US Corn Belt from long-term AVHRR NDVI

Hyeon-Ju Gim et al.

AGRICULTURAL AND FOREST METEOROLOGY (2020)

Add to Collection

Article Environmental Sciences

NDVI-based vegetation dynamics and its response to climate changes at Amur-Heilongjiang River Basin from 1982 to 2015

Hongshuai Chu et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Add to Collection

Article Environmental Sciences

Characterization of elevation and land cover dependent trends of NDVI variations in the Hexi region, northwest China

Jing-Cheng Han et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2019)

Add to Collection

Article Environmental Sciences

Soil and climate differently impact NDVI patterns according to the season and the stand type

C. Piedallu et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Add to Collection

Article Ecology

NDVI anomaly for drought monitoring and its correlation with climate factors over Mongolia from 2000 to 2016

Lkhagvadorj Nanzad et al.

JOURNAL OF ARID ENVIRONMENTS (2019)

Add to Collection

Article Environmental Sciences

Impacts of climate change and human activities on grassland vegetation variation in the Chinese Loess Plateau

Kai Zheng et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Add to Collection

Article Engineering, Civil

Appraising regional multi-category and multi-scalar drought monitoring using standardized moisture anomaly index (SZI): A water-energy balance approach

Olusola O. Ayantobo et al.

JOURNAL OF HYDROLOGY (2019)

Add to Collection

Article Geography

A fuzzy model integrating shoreline changes, NDVI and settlement influences for coastal zone human impact classification

Rodrigo Mikosz Goncalves et al.

APPLIED GEOGRAPHY (2019)

Add to Collection

Article Biodiversity Conservation

Vegetation response to climate conditions based on NDVI simulations using stepwise cluster analysis for the Three-River Headwaters region of China

Yutong Zheng et al.

ECOLOGICAL INDICATORS (2018)

Add to Collection

Article Geography, Physical

Using the NDVI to identify variations in, and responses of, vegetation to climate change on the Tibetan Plateau from 1982 to 2012

Guojin Pang et al.

QUATERNARY INTERNATIONAL (2017)

Add to Collection

Article Environmental Sciences

Nonlinear relationship between extreme temperature and mortality in different temperature zones: A systematic study of 122 communities across the mainland of China

Chenzhi Wang et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2017)

Add to Collection

Article Agriculture, Multidisciplinary

Evaluating the grassland net primary productivity of southern China from 2000 to 2011 using a new climate productivity model

Sun Cheng-ming et al.

JOURNAL OF INTEGRATIVE AGRICULTURE (2016)

Add to Collection

© Peeref 2019-2024. All rights reserved.