Citations (75)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (16)
Niraj Priyadarshi, V. M. Chowdary, Y. K. Srivastava, Iswar Chandra Das & Chandra Shekhar Jha. (2018) Reconstruction of time series MODIS EVI data using de-noising algorithms. Geocarto International 33:10, pages 1095-1113.
Read now
Read now
W. Chen, N. Foy, I. Olthof, R. Latifovic, Y. Zhang, J. Li, R. Fraser, Z. Chen, D. McLennan, J. Poitevin, P. Zorn, J. Quirouette & H.M. Stewart. (2013) Evaluating and reducing errors in seasonal profiles of AVHRR vegetation indices over a Canadian northern national park using a cloudiness index. International Journal of Remote Sensing 34:12, pages 4320-4343.
Read now
Read now
Liheng Zhong, Tom Hawkins, Greg Biging & Peng Gong. (2011) A phenology-based approach to map crop types in the San Joaquin Valley, California. International Journal of Remote Sensing 32:22, pages 7777-7804.
Read now
Read now
JonathanB. Thayn, KevinP. Price & WilliamI. Woods. (2011) Locating Amazonian Dark Earths (ADE) using vegetation vigour as a surrogate for soil type. International Journal of Remote Sensing 32:21, pages 6713-6729.
Read now
Read now
R.
Ryan Lash, NathanielA. Brunsell & A.
Townsend Peterson. (2008) Spatiotemporal environmental triggers of Ebola and Marburg virus transmission. Geocarto International 23:6, pages 451-466.
Read now
Read now
Xiaoguang Jiang, Dan Wang, Lingli Tang, Jian Hu & Xiaohuan Xi. (2008) Analysing the vegetation cover variation of China from AVHRR‐NDVI data. International Journal of Remote Sensing 29:17-18, pages 5301-5311.
Read now
Read now
F. Canisius, H. Turral & D. Molden. (2007) Fourier analysis of historical NOAA time series data to estimate bimodal agriculture. International Journal of Remote Sensing 28:24, pages 5503-5522.
Read now
Read now
J. F. Hermance. (2007) Stabilizing high‐order, non‐classical harmonic analysis of NDVI data for average annual models by damping model roughness. International Journal of Remote Sensing 28:12, pages 2801-2819.
Read now
Read now
M. N. Alhamad, J. Stuth
& M. Vannucci. (2007) Biophysical modelling and NDVI time series to project near‐term forage supply: spectral analysis aided by wavelet denoising and ARIMA modelling. International Journal of Remote Sensing 28:11, pages 2513-2548.
Read now
Read now
T. Westra & R. R. De Wulf. (2007) Monitoring Sahelian floodplains using Fourier analysis of MODIS time‐series data and artificial neural networks. International Journal of Remote Sensing 28:7, pages 1595-1610.
Read now
Read now
R. Geerken, B. Zaitchik & J. P. Evans. (2005) Classifying rangeland vegetation type and coverage from NDVI time series using Fourier Filtered Cycle Similarity. International Journal of Remote Sensing 26:24, pages 5535-5554.
Read now
Read now
Olga Rigina & Michael
Schultz Rasmussen. (2003) Using trend line and principal component analysis to study vegetation changes in Senegal 1986—1999 from AVHRR NDVI 8 km data. Geografisk Tidsskrift-Danish Journal of Geography 103:1, pages 31-42.
Read now
Read now
Olga Rigina & Michael
Schultz Rasmussen. (2003) Comparing time series of AVHRR LAC data with the IGBP 1 km and the Pathfinder 8 km datasets. Geografisk Tidsskrift-Danish Journal of Geography 103:1, pages 17-29.
Read now
Read now
A. ANYAMBA & J. R. EASTMAN. (1996) Interannual variability of NDVI over Africa and its relation to El Niño/Southern Oscillation. International Journal of Remote Sensing 17:13, pages 2533-2548.
Read now
Read now
M. C. Thomson, S. J. Connor, P. J. M. Milligan & S. P. Flasse. (1996) The ecology of malaria—as seen from Earth-observation satellites. Annals of Tropical Medicine & Parasitology 90:3, pages 243-264.
Read now
Read now
D. J. Rogers, S. I. Hay & M. J. Packer. (1996) Predicting the distribution of tsetse flies in West Africa using temporal Fourier processed meteorological satellite data. Annals of Tropical Medicine & Parasitology 90:3, pages 225-241.
Read now
Read now
Articles from other publishers (59)
Cristiano Ballabio, Arwyn Jones & Panos Panagos. (2024) Cadmium in topsoils of the European Union – An analysis based on LUCAS topsoil database. Science of The Total Environment 912, pages 168710.
Crossref
Crossref
Mamoon Ur Rasheed & Syed Amer Mahmood. (2023) A framework base on deep neural network (DNN) for land use land cover (LULC) and rice crop classification without using survey data. Climate Dynamics 61:11-12, pages 5629-5652.
Crossref
Crossref
Di Pan, Changchun Li, Guijun Yang, Pengting Ren, Yuanyuan Ma, Weinan Chen, Haikuan Feng, Riqiang Chen, Xin Chen & Heli Li. (2023) Identification of the Initial Anthesis of Soybean Varieties Based on UAV Multispectral Time-Series Images. Remote Sensing 15:22, pages 5413.
Crossref
Crossref
Laura Recuero, Lilian Maila, Víctor Cicuéndez, César Sáenz, Javier Litago, Lucía Tornos, Silvia Merino-de-Miguel & Alicia Palacios-Orueta. (2023) Mapping Cropland Intensification in Ecuador through Spectral Analysis of MODIS NDVI Time Series. Agronomy 13:9, pages 2329.
Crossref
Crossref
Sina Mohammadi, Mariana Belgiu & Alfred Stein. (2023) Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks. ISPRS Journal of Photogrammetry and Remote Sensing 198, pages 272-283.
Crossref
Crossref
Moonjung Eo, Jeongyun Han & Wonjong Rhee. (2023) Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction. IEEE Access 11, pages 25467-25479.
Crossref
Crossref
Xue Wang, Jiahua Zhang, Lan Xun, Jingwen Wang, Zhenjiang Wu, Malak Henchiri, Shichao Zhang, Sha Zhang, Yun Bai, Shanshan Yang, Shuaishuai Li & Xiang Yu. (2022) Evaluating the Effectiveness of Machine Learning and Deep Learning Models Combined Time-Series Satellite Data for Multiple Crop Types Classification over a Large-Scale Region. Remote Sensing 14:10, pages 2341.
Crossref
Crossref
Chao Zhang, Ziang Xie, Jiali shang, Jiangui Liu, Taifeng Dong, Min Tang, Shaoyuan Feng & Huanjie Cai. (2022) Detecting winter canola (Brassica napus) phenological stages using an improved shape-model method based on time-series UAV spectral data. The Crop Journal.
Crossref
Crossref
Jaya Saxena, Anubha Jain, P. Radha Krishna & Rajashree V. Bothale. 2022. Rising Threats in Expert Applications and Solutions. Rising Threats in Expert Applications and Solutions
113
121
.
Carina Sobe, Manuela Hirschmugl & Andreas Wimmer. (2021) Sentinel-2 Time Series Analysis for Identification of Underutilized Land in Europe. Remote Sensing 13:23, pages 4920.
Crossref
Crossref
Cristiano Ballabio, Martin Jiskra, Stefan Osterwalder, Pasquale Borrelli, Luca Montanarella & Panos Panagos. (2021) A spatial assessment of mercury content in the European Union topsoil. Science of The Total Environment 769, pages 144755.
Crossref
Crossref
Yumiao Wang, Zhou Zhang, Luwei Feng, Yuchi Ma & Qingyun Du. (2021) A new attention-based CNN approach for crop mapping using time series Sentinel-2 images. Computers and Electronics in Agriculture 184, pages 106090.
Crossref
Crossref
Lin Yan & David P. Roy. (2020) Spatially and temporally complete Landsat reflectance time series modelling: The fill-and-fit approach. Remote Sensing of Environment 241, pages 111718.
Crossref
Crossref
D.P. Roy & L. Yan. (2020) Robust Landsat-based crop time series modelling. Remote Sensing of Environment 238, pages 110810.
Crossref
Crossref
Duo ChuDuo Chu. 2020. Remote Sensing of Land Use and Land Cover in Mountain Region. Remote Sensing of Land Use and Land Cover in Mountain Region
133
154
.
Cristiano Ballabio, Emanuele Lugato, Oihane Fernández-Ugalde, Alberto Orgiazzi, Arwyn Jones, Pasquale Borrelli, Luca Montanarella & Panos Panagos. (2019) Mapping LUCAS topsoil chemical properties at European scale using Gaussian process regression. Geoderma 355, pages 113912.
Crossref
Crossref
Laura Recuero, Javier Litago, Jorge E. Pinzón, Margarita Huesca, Maria C. Moyano & Alicia Palacios-Orueta. (2019) Mapping Periodic Patterns of Global Vegetation Based on Spectral Analysis of NDVI Time Series. Remote Sensing 11:21, pages 2497.
Crossref
Crossref
Lin Yang, Min Song, A-Xing Zhu, Chengzhi Qin, Chenghu Zhou, Feng Qi, Xinming Li, Ziyue Chen & Binbo Gao. (2019) Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables. Geoderma 340, pages 289-302.
Crossref
Crossref
Liheng Zhong, Lina Hu & Hang Zhou. (2019) Deep learning based multi-temporal crop classification. Remote Sensing of Environment 221, pages 430-443.
Crossref
Crossref
F. Bovolo, L. Bruzzone & Y.T. Solano-Correa. 2018. Comprehensive Remote Sensing. Comprehensive Remote Sensing
156
185
.
Shuvankar Ghosh & Deepak Mishra. (2017) Analyzing the Long-Term Phenological Trends of Salt Marsh Ecosystem across Coastal LOUISIANA. Remote Sensing 9:12, pages 1340.
Crossref
Crossref
Zhanzhang Cai, Per Jönsson, Hongxiao Jin & Lars Eklundh. (2017) Performance of Smoothing Methods for Reconstructing NDVI Time-Series and Estimating Vegetation Phenology from MODIS Data. Remote Sensing 9:12, pages 1271.
Crossref
Crossref
Chao Ding, Xiangnan Liu & Fang Huang. (2017) Temporal Interpolation of Satellite-Derived Leaf Area Index Time Series by Introducing Spatial-Temporal Constraints for Heterogeneous Grasslands. Remote Sensing 9:9, pages 968.
Crossref
Crossref
Sun-Yurp PARK. (2016) Influences of Temperature Change Rates and Impervious Surfaces on the Intra-City Climatic Patterns of Busan Metropolitan Area. Journal of the Korean Association of Geographic Information Studies 19:4, pages 199-217.
Crossref
Crossref
Jie Zhou, Li Jia, Massimo Menenti & Ben Gorte. (2016) On the performance of remote sensing time series reconstruction methods – A spatial comparison. Remote Sensing of Environment 187, pages 367-384.
Crossref
Crossref
Manish Verma, Mark A. Friedl, Adrien Finzi & Nathan Phillips. (2016) Multi-criteria evaluation of the suitability of growth functions for modeling remotely sensed phenology. Ecological Modelling 323, pages 123-132.
Crossref
Crossref
Lars Eklundh & Per Jönsson. 2016. Multitemporal Remote Sensing. Multitemporal Remote Sensing
177
194
.
Lars Eklundh & Per Jönsson. 2015. Remote Sensing Time Series. Remote Sensing Time Series
141
158
.
R. Van De Kerchove, S. Lhermitte, S. Veraverbeke & R. Goossens. (2013) Spatio-temporal variability in remotely sensed land surface temperature, and its relationship with physiographic variables in the Russian Altay Mountains. International Journal of Applied Earth Observation and Geoinformation 20, pages 4-19.
Crossref
Crossref
Wladimir J Alonso & Benjamin JJ McCormick. (2012) EPIPOI: A user-friendly analytical tool for the extraction and visualization of temporal parameters from epidemiological time series. BMC Public Health 12:1.
Crossref
Crossref
Liheng Zhong, Peng Gong & Greg S. Biging. (2012) Phenology-based Crop Classification Algorithm and its Implications on Agricultural Water Use Assessments in California’s Central Valley. Photogrammetric Engineering & Remote Sensing 78:8, pages 799-813.
Crossref
Crossref
Paul M. Mather & Magaly Koch. 2011. Computer Processing of Remotely‐Sensed Images. Computer Processing of Remotely‐Sensed Images
389
427
.
Darren Pouliot, Rasim Latifovic, Richard Fernandes & Ian Olthof. (2011) Evaluation of compositing period and AVHRR and MERIS combination for improvement of spring phenology detection in deciduous forests. Remote Sensing of Environment 115:1, pages 158-166.
Crossref
Crossref
Cui Mengmeng, Xue Shengjun & Huang Yong. (2010) Land Cover Classification Base on Fourier Analysis. Land Cover Classification Base on Fourier Analysis.
Sunyurp Park. (2010) A dynamic relationship between the leaf phenology and rainfall regimes of Hawaiian tropical ecosystems: A remote sensing approach. Singapore Journal of Tropical Geography 31:3, pages 371-383.
Crossref
Crossref
S. Veraverbeke, S. Lhermitte, W.W. Verstraeten & R. Goossens. (2010) The temporal dimension of differenced Normalized Burn Ratio (dNBR) fire/burn severity studies: The case of the large 2007 Peloponnese wildfires in Greece. Remote Sensing of Environment 114:11, pages 2548-2563.
Crossref
Crossref
Sunyurp Park. (2009) Synchronicity between Satellite-Measured Leaf Phenology and Rainfall Regimes in Tropical Forests. Photogrammetric Engineering & Remote Sensing 75:10, pages 1231-1237.
Crossref
Crossref
Roland A. Geerken. (2009) An algorithm to classify and monitor seasonal variations in vegetation phenologies and their inter-annual change. ISPRS Journal of Photogrammetry and Remote Sensing 64:4, pages 422-431.
Crossref
Crossref
Z.P. Yang, W.X. Lu, Y.Q. Long & P. Li. (2009) Application and comparison of two prediction models for groundwater levels: A case study in Western Jilin Province, China. Journal of Arid Environments 73:4-5, pages 487-492.
Crossref
Crossref
J Thayn, KP Price & WI Woods. 2009. Amazonian Dark Earths: Wim Sombroek's Vision. Amazonian Dark Earths: Wim Sombroek's Vision
279
298
.
Jonathan Hanes. (2008) Applying Smoothing Curves to AVHRR and MODIS Satellite Imagery to Detect the Onset of Spring in the Midwest and Northeast United States. Applying Smoothing Curves to AVHRR and MODIS Satellite Imagery to Detect the Onset of Spring in the Midwest and Northeast United States.
Stefaan Lhermitte, Jan Verbesselt, Inge Jonckheere, Kris Nackaerts, Jan A.N. van Aardt, Willem W. Verstraeten & Pol Coppin. (2008) Hierarchical image segmentation based on similarity of NDVI time series. Remote Sensing of Environment 112:2, pages 506-521.
Crossref
Crossref
C ChenI Jonckheere, P Jönsson, J van Aardt, J Verbesselt, S Lhermitte & P Coppin. 2007. Signal Processing for Remote Sensing. Signal Processing for Remote Sensing.
Anne Solberg. 2007. Image Processing for Remote Sensing. Image Processing for Remote Sensing
249
271
.
J.F. Hermance, R.W. Jacob, B.A. Bradley & J.F. Mustard. (2007) Extracting Phenological Signals From Multiyear AVHRR NDVI Time Series: Framework for Applying High-Order Annual Splines With Roughness Damping. IEEE Transactions on Geoscience and Remote Sensing 45:10, pages 3264-3276.
Crossref
Crossref
B.W. Heumann, J.W. Seaquist, L. Eklundh & P. Jönsson. (2007) AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982–2005. Remote Sensing of Environment 108:4, pages 385-392.
Crossref
Crossref
Rashi Agarwal, D Singh, D S Chauhan & K P Singh. (2006) Detection of coal mine fires in the Jharia coal field using NOAA/AVHRR data. Journal of Geophysics and Engineering 3:3, pages 212-218.
Crossref
Crossref
Pieter S.A. Beck, Clement Atzberger, Kjell Arild Høgda, Bernt Johansen & Andrew K. Skidmore. (2006) Improved monitoring of vegetation dynamics at very high latitudes: A new method using MODIS NDVI. Remote Sensing of Environment 100:3, pages 321-334.
Crossref
Crossref
Nathalie Pettorelli, Jon Olav Vik, Atle Mysterud, Jean-Michel Gaillard, Compton J. Tucker & Nils Chr. Stenseth. (2005) Using the satellite-derived NDVI to assess ecological responses to environmental change. Trends in Ecology & Evolution 20:9, pages 503-510.
Crossref
Crossref
L. Aurdal, Ragnar Bang Huseby, L. Eikvil, R. Solberg, D. Vikhamar & A. Solberg. (2005) Use of hidden Markov models and phenology for multitemporal satellite image classification: applications to mountain vegetation classification. Use of hidden Markov models and phenology for multitemporal satellite image classification: applications to mountain vegetation classification.
Christian Tottrup & Michael Schultz Rasmussen. (2004) Mapping long-term changes in savannah crop productivity in Senegal through trend analysis of time series of remote sensing data. Agriculture, Ecosystems & Environment 103:3, pages 545-560.
Crossref
Crossref
F. Melgani & S.B. Serpico. (2003) A markov random field approach to spatio-temporal contextual image classification. IEEE Transactions on Geoscience and Remote Sensing 41:11, pages 2478-2487.
Crossref
Crossref
Susana Suárez-Seoane, Patrick E. Osborne & Juan Carlos Alonso. (2002) Large-scale habitat selection by agricultural steppe birds in Spain: identifying species-habitat responses using generalized additive models. Journal of Applied Ecology 39:5, pages 755-771.
Crossref
Crossref
P. Jonsson & L. Eklundh. (2002) Seasonality extraction by function fitting to time-series of satellite sensor data. IEEE Transactions on Geoscience and Remote Sensing 40:8, pages 1824-1832.
Crossref
Crossref
Farid Melgani & Sebastiano B. Serpico. (2002) A statistical approach to the fusion of spectral and spatio-temporal contextual information for the classification of remote-sensing images. Pattern Recognition Letters 23:9, pages 1053-1061.
Crossref
Crossref
Phillip Dustan, Eric Dobson & George Nelson. (2001) Landsat Thematic Mapper: Detection of Shifts in Community Composition of Coral Reefs. Conservation Biology 15:4, pages 892-902.
Crossref
Crossref
Aaron Moody & David M Johnson. (2001) Land-Surface Phenologies from AVHRR Using the Discrete Fourier Transform. Remote Sensing of Environment 75:3, pages 305-323.
Crossref
Crossref
B. H. Braswell, D. S. Schimel, J. L. Privette, B. MooreIIIIII, W. J. Emery, E. W. Sulzman & A. T. Hudak. (1996) Extracting ecological and biophysical information from AVHRR optical data: An integrated algorithm based on inverse modeling. Journal of Geophysical Research: Atmospheres 101:D18, pages 23335-23348.
Crossref
Crossref
Kevin White. (2016) Remote sensing. Progress in Physical Geography: Earth and Environment 20:1, pages 89-96.
Crossref
Crossref