On the use of temporal-spectral descriptors for crop mapping, monitoring and crop practices characterization

Related pages

• COMBINED ANALYSIS OF SENTINEL-1 AND RAPIDEYE DATA FOR IMPROVED CROP TYPE CLASSIFICATION: AN EARLY SEASON APPROACH FOR RAPESEED AND CEREALS
  Author: Lussem, U. and Hütt, C. and Waldhoff, G.
• COMPARISON OF UNCALIBRATED RGBVI WITH SPECTROMETER-BASED NDVI DERIVED FROM UAV SENSING SYSTEMS ON FIELD SCALE
  Author: Bareth, G. and Bolten, A. and Gnyp, M. L. and Reusch, S. and Jasper, J.
• Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series
  Author: Inglada, Jordi and Vincent, Arthur and Arias, Marcela and Marais-Sicre, Claire
• RICE YIELD ESTIMATION THROUGH ASSIMILATING SATELLITE DATA INTO A CROP SIMUMLATION MODEL
  Author: Son, N. T. and Chen, C. F. and Chen, C. R. and Chang, L. Y. and Chiang, S. H.
• Scene classification of high resolution remote sensing images using convolutional neural networks
  Author: Cheng, Gong and Ma, Chengcheng and Zhou, Peicheng and Yao, Xiwen and Han, Junwei
• Semi-supervised multiview feature selection with label learning for VHR remote sensing images
  Author: Chen, Xi and Liu, Wei and Su, Fulin and Shao, Guofan
• USING LANDSAT 8 IMAGE TIME SERIES FOR CROP MAPPING IN A REGION OF CERRADO, BRAZIL
  Author: Bendini, H. and Sanches, I. D. and Körting, T. S. and Fonseca, L. M. G. and Luiz, A. J. B. and Formaggio, A. R.
• A Framework for Defining Spatially Explicit Earth Observation Requirements for a Global Agricultural Monitoring Initiative (GEOGLAM)
  Author: Whitcraft, Alyssa and Becker-Reshef, Inbal and Justice, Christopher
• A linear physically-based model for remote sensing of soil moisture using short wave infrared bands
  Author: Sadeghi, Morteza and Jones, Scott B. and Philpot, William D.
• Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery
  Author: Inglada, Jordi and Arias, Marcela and Tardy, Benjamin and Hagolle, Olivier and Valero, Silvia and Morin, David and Dedieu, Gérard and Sepulcre, Guadalupe and Bontemps, Sophie and Defourny, Pierre and Koetz, Benjamin
• Characteristics of Landsat 8 OLI-derived NDVI by comparison with multiple satellite sensors and in-situ observations
  Author: Ke, Yinghai and Im, Jungho and Lee, Junghee and Gong, Huili and Ryu, Youngryel
• Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery
  Author: Hoberg, Thorsten and Rottensteiner, Franz and Queiroz Feitosa, Raul and Heipke, Christian
• Crop mapping applications at scale: Using Google Earth Engine to enable global crop area and status monitoring using free and open data sources
  Author: Lemoine, Guido and Leo, Olivier
• Dynamical Approach for Real-Time Monitoring of Agricultural Crops
  Author: Vicente-Guijalba, Fernando and Martinez-Marin, Tomas and Lopez-Sanchez, Juan M.
• Evaluating Multispectral Images and Vegetation Indices for Precision Farming Applications from UAV Images
  Author: Candiago, Sebastian and Remondino, Fabio and De Giglio, Michaela and Dubbini, Marco and Gattelli, Mario
• Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series
  Author: Waldner, François and Lambert, Marie-Julie and Li, Wenjuan and Weiss, Marie and Demarez, Valérie and Morin, David and Marais-Sicre, Claire and Hagolle, Olivier and Baret, Frédéric and Defourny, Pierre
• Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling
  Author: Sweeney, Sean and Ruseva, Tatyana and Estes, Lyndon and Evans, Tom
• Mapping of Agricultural Crops from Single High-Resolution Multispectral Images—Data-Driven Smoothing vs. Parcel-Based Smoothing
  Author: Ozdarici-Ok, Asli and Ok, Ali and Schindler, Konrad
• Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps
  Author: Waldner, François and Fritz, Steffen and Di Gregorio, Antonio and Defourny, Pierre
• Mapping spatial variability of crop growth conditions using RapidEye data in Northern Ontario, Canada
  Author: Shang, Jiali and Liu, Jiangui and Ma, Baoluo and Zhao, Ting and Jiao, Xianfeng and Geng, Xiaoyuan and Huffman, Ted and Kovacs, John M. and Walters, Dan
• Multiresolution image fusion using edge-preserving filters
  Author: Upla, Kishor P. and Joshi, Sharad and Joshi, Manjunath V. and Gajjar, Prakash P.
• Multispectral image fusion based on joint sparse subspace recovery
  Author: Liao, Bin and Liu, Wenzhao and Shen, Jing
• Object-Based Unsupervised Classification of VHR Panchromatic Satellite Images by Combining the HDP and IBP on Multiple Scenes
  Author: Shu, Yang and Tang, Hong and Li, Jing and Mao, Ting and He, Shi and Gong, Adu and Chen, Yunhao and Du, Hongyue
• Pansharpening of Multispectral Images Based on Nonlocal Parameter Optimization
  Author: Garzelli, Andrea
• Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences
  Author: Kussul, Nataliia and Lemoine, Guido and Gallego, Javier and Skakun, Sergii and Lavreniuk, Mykola
• Regional scale crop mapping using multi-temporal satellite imagery
  Author: Kussul, N. and Skakun, S. and Shelestov, A. and Lavreniuk, M. and Yailymov, B. and Kussul, O.
• Reliable Crop Identification with Satellite Imagery in the Context of Common Agriculture Policy Subsidy Control
  Author: Schmedtmann, Jonas and Campagnolo, Manuel
• Rice Fields Mapping in Fragmented Area Using Multi-Temporal HJ-1A/B CCD Images
  Author: Wang, Jing and Huang, Jingfeng and Zhang, Kangyu and Li, Xinxing and She, Bao and Wei, Chuanwen and Gao, Jian and Song, Xiaodong
• Rice yield estimation using Landsat ETM+ Data
  Author: Siyal, Altaf Ali and Dempewolf, Jan and Becker-Reshef, Inbal
• Spatial segmentation of multi/hyperspectral imagery by fusion of spectral-gradient-textural attributes
  Author: Vantaram, Sreenath Rao and Piramanayagam, Sankaranarayanan and Saber, Eli and Messinger, David
• SPOT-Based Sub-Field Level Monitoring of Vegetation Cover Dynamics: A Case of Irrigated Croplands
  Author: Dubovyk, Olena and Menz, Gunter and Lee, Alexander and Schellberg, Juergen and Thonfeld, Frank and Khamzina, Asia
• Technology targeting for sustainable intensification of crop production in the Delta region of Bangladesh
  Author: Schulthess, U. and Krupnik, T. J. and Ahmed, Z. U. and McDonald, A. J.
• Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia
  Author: McCabe, Matthew F and Houborg, Rasmus and Rosas, Jorge and Ershadi, Ali and Anderson, Martha and Hain, Christopher
• A Comparative Study on Satellite- and Model-Based Crop Phenology in West Africa
  Author: Vintrou, Elodie and Bégué, Agnès and Baron, Christian and Saad, Alexandre and Lo Seen, Danny and Traoré, Seydou
• A multi-band watershed segmentation method for individual tree crown delineation from high resolution multispectral aerial image
  Author: Jian Yang and Yuhong He and Caspersen, John
• An Airborne Multispectral Imaging System Based on Two Consumer-Grade Cameras for Agricultural Remote Sensing
  Author: Yang, Chenghai and Westbrook, John and Suh, Charles and Martin, Daniel and Hoffmann, W. and Lan, Yubin and Fritz, Bradley and Goolsby, John
• An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States
  Author: Johnson, David M.
• Automatic Training Sample Selection for a Multi-Evidence Based Crop Classification Approach
  Author: Chellasamy, M. and Ty Ferre, P. A. and Humlekrog Greve, M.
• Chosen problems with acquiring multispectral imagery data using the miniMCA camera
  Author: Rafal Dabrowski and Agata Orych
• Classification of small agricultural fields using combined Landsat-8 and RapidEye imagery: case study of northern Serbia
  Author: Crnojevic, Vladimir and Lugonja, Predrag and Brkljac, Branko and Brunet, Borislav
• Comparison of Eight Techniques for Reconstructing Multi-Satellite Sensor Time-Series NDVI Data Sets in the Heihe River Basin, China
  Author: Geng, Liying and Ma, Mingguo and Wang, Xufeng and Yu, Wenping and Jia, Shuzhen and Wang, Haibo
• Continuity of Reflectance Data between Landsat-7 ETM+ and Landsat-8 OLI, for Both Top-of-Atmosphere and Surface Reflectance: A Study in the Australian Landscape
  Author: Flood, Neil
• Crop Type Classification by Simultaneous Use of Satellite Images of Different Resolutions
  Author: Liu, Mark W. and Ozdogan, Mutlu and Zhu, Xiaojin
• Derivation and approximation of soil isoline equations in the red–near-infrared reflectance subspace
  Author: Taniguchi, Kenta and Obata, Kenta and Yoshioka, Hiroki
• Deriving crop calendar using NDVI time-series
  Author: Patel, J. H. and Oza, M. P.
• Development of a Remote Sensing-Based ``Boro'' Rice Mapping System
  Author: Mosleh, Mostafa K., and Hassan, Quazi K.
• Defining the Spatial Resolution Requirements for Crop Identification Using Optical Remote Sensing
  Author: Löw, Fabian, and Duveiller, Grégory
• Empirical Regression Models for Estimating Multiyear Leaf Area Index of Rice from Several Vegetation Indices at the Field Scale
  Author: Maki, Masayasu and Homma, Koki
• Estimation of aerosol optical depth over Dehradun (India) using simple model for atmospheric radiative transfer in multiple scattering approximation
  Author: Mehta, M.
• From Remotely Sensed Vegetation Onset to Sowing Dates: Aggregating Pixel-Level Detections into Village-Level Sowing Probabilities
  Author: Marinho, Eduardo and Vancutsem, Christelle and Fasbender, Dominique and Kayitakire, François and Pini, Giancarlo and Pekel, Jean-François
• How Reliable is the MODIS Land Cover Product for Crop Mapping Sub-Saharan Agricultural Landscapes?
  Author: Leroux, Louise and Jolivot, Audrey and Bégué, Agnès and Seen, Danny Lo and Zoungrana, Bernardin
• Inter Comparison of Atmospheric Correction Models - SACRS2, FLAASH and 6SV Using Resourcesat-2 AWiFS Data
  Author: Pathak, V. N. and Pandya, M. R. and Shah, D. B. and Trivedi, H. J. and Patel, K. D. and Sridhar, V. N. and Singh, R. P.
• Investigating the Relationship between the Inter-annual Variability of Satellite-derived Vegetation Phenology and a Proxy of Biomass Production in the Sahel
  Author: Meroni, Michele and Rembold, Felix and Verstraete, Michel M. and Gommes, Rene and Schucknecht, Anne and Beye, Gora
• Knowledge-based approach for VHR satellite image time series analysis
  Author: Rejichi, S. and Chaabane, F.
• Mapping irrigated areas in Afghanistan over the past decade using MODIS NDVI
  Author: Shahriar Pervez, Md. and Budde, Michael and Rowland, James
• Operationalizing crop monitoring system for informed decision making related to food security in Nepal
  Author: Qamer, F. M. and Shah, S. N. Pd. and Murthy, M. S. R. and Baidar, T. and Dhonju, K. and Hari, B. G.
• Phenological growth stages of paddy rice according to the BBCH scale and SAR images
  Author: Erten, Esra and Rossi, Cristian and Yuzugullu, Onur and Hajnsek, Irena
• Relationship between fraction of radiation absorbed by photosynthesizing maize and soybean canopies and NDVI from remotely sensed data taken at close range and from MODIS 250m resolution data
  Author: Gitelson, Anatoly A. and Peng, Yi and Huemmrich, Karl F.
• Separating Crop Species in Northeastern Ontario Using Hyperspectral Data
  Author: Wilson, Jeffrey and Zhang, Chunhua and Kovacs, John
• Spatial and Spectral Image Fusion Using Sparse Matrix Factorization
  Author: Huang, Bo and Song, Huihui and Cui, Hengbin and Peng, Jigen and Xu, Zongben
• Spatial Co-Registration of Ultra-High Resolution Visible, Multispectral and Thermal Images Acquired with a Micro-UAV over Antarctic Moss Beds
  Author: Turner, Darren and Lucieer, Arko and Malenovský, Zbynĕk and King, Diana H. and Robinson, Sharon A.
• Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach
  Author: Voisin, Aurelie and Krylov, Vladimir A. and Moser, Gabriele and Serpico, Sebastiano B. and Zerubia, Josiane
• The Estimation of Regional Crop Yield Using Ensemble-Based Four-Dimensional Variational Data Assimilation
  Author: Jiang, Zhiwei and Chen, Zhongxin and Chen, Jin and Ren, Jianqiang and Li, Zongnan and Sun, Liang
• Vicarious Radiometric Calibration of a Multispectral Camera on Board an Unmanned Aerial System
  Author: Del Pozo, Susana and Rodríguez-Gonzálvez, Pablo and Hernández-López, David and Felipe-García, Beatriz
• A Phenology-Based Classification of Time-Series MODIS Data for Rice Crop Monitoring in Mekong Delta, Vietnam
  Author: Son, Nguyen-Thanh and Chen, Chi-Farn and Chen, Cheng-Ru and Duc, Huynh-Ngoc and Chang, Ly-Yu
• Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs
  Author: Atzberger, Clement
• An Entropy-Based Multispectral Image Classification Algorithm
  Author: Long, Di and Singh, Vijay P.
• Best tradeoff for remote sensing image fusion based on three-dimensional variation and à trous wavelet
  Author: Chen, Shaohui and Su, Hongbo and Tian, Jing and Zhan, Chesheng
• Can vegetation productivity be derived from greenness in a semi-arid environment? Evidence from ground-based measurements
  Author: Mbow, Cheikh and Fensholt, Rasmus and Rasmussen, Kjeld and Diop, Doudou
• CONTEXTUAL IMAGE CLASSIFICATION APPROACH FOR MONITORING OF AGRICULTURAL LAND COVER BY SUPPORT VECTOR MACHINES AND MARKOV RANDOM FIELDS
  Author: Vahidi, H. and Monabbati, E.
• Detecting flooded areas with machine learning techniques: case study of the Selška Sora
  Author: Lamovec, Peter and Veljanovski, Tatjana and Mikoš, Matjaž and Oštir, Krištof
• Experimental Evaluation of Sentinel-2 Spectral Response Functions for NDVI Time-Series Continuity
  Author: D'Odorico, Petra and Gonsamo, Alemu and Damm, Alexander and Schaepman, Michael E.
• HIGH RESOLUTION TEMPORAL NORMALIZED DIFFERENCE VEGETATION INDICES FOR SPECIFIC CROP IDENTIFICATION
  Author: Upadhyay, P. and Ghosh, S. K. and Kumar, A.
• Historic land cover change in the agricultural Midwest using an object-based approach for classification of high-resolution imagery
  Author: Porter, Sarah and Linderman, Marc
• Identification of agricultural crops in early stages using remote sensing images
  Author: Valero, Silvia and Ceccato, Pietro and Baethgen, Walter E. and Chanussot, Jocelyn
• Impact of Feature Selection on the Accuracy and Spatial Uncertainty of Per-field Crop Classification using Support Vector Machines
  Author: Löw, F. and Michel, U. and Dech, S. and Conrad, C.
• Mapping cropping intensity of smallholder farms: A comparison of methods using multiple sensors
  Author: Jain, Meha and Mondal, Pinki and DeFries, Ruth S. and Small, Christopher and Galford, Gillian L.
• Method for reconstructing the pixel missing region on remote sensing images
  Author: Fan, Weiliang and Ju, Weimin and Gu, Zhujun
• RESEARCH ON ESTIMATION CROP PLANTING AREA BY INTEGRATING THE OPTICAL AND MICROWAVE REMOTE SENSING DATA
  Author: Jia, Y. and Yu, F.
• Satellite-based Investigation of Flood-affected Rice Cultivation Areas in Chao Phraya River Delta, Thailand
  Author: N.T. Son and C.F. Chen and C.R. Chen and L.Y. Chang
• Scientific documentation of crop land changes in the Sahel: A half empty box of knowledge to support policy?
  Author: van Vliet, Nathalie and Reenberg, Anette and Rasmussen, Laura Vang
• Soil moisture inversion and validation based on new remote sensing platform
  Author: Du, Chen and Qin, Qiming and Liu, MingChao and Feng, Haixia and Dong, Heng and Wang, Nan
• Validity of soil isoline equation for a system of canopy and soil layers
  Author: Taniguchi, Kenta and Obata, Kenta and Matsuoka, Masayuki and Yoshioka, Hiroki
• Web service-based vegetation condition monitoring system - VegScape
  Author: Yang, Zhengwei and Yu, Genong and Di, Liping and Zhang, Bei and Han, Weiguo and Mueller, Rick
• Agricultural land use mapping in the sudanian savanna of West Africa: Current status and future possibilities
  Author: Forkuor, Gerald and Landmann, Tobias and Conrad, Christopher and Dech, Stefan
• An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data
  Author: Thenkabail, Prasad S. and Wu, Zhuoting
• Analysis and selection of pan-sharpening assessment measures
  Author: Palubinskas, Gintautas and Palubinskas, Gintautas and Reinartz, Peter
• Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery
  Author: Aksoy, Selim and Yalniz, Ismet Zeki and Tasdemir, Kadim
• Estimation of leaf water content from far infrared (2.5–14 µm) spectra using continuous wavelet analysis
  Author: Ullah, Saleem and Skidmore, Andrew K. and Naeem, Mohammad and Schlerf, Martin
• Integration of multi-resolution data for crop LAI estimation based on continuous wavelet
  Author: Dong, Yingying and Wang, Jihua and Li, Cunjun and Yang, Guijun and Xu, Xingang and Zhao, Jinling and Huang, Wenjiang
• MAPPING CROP STATUS FROM AN UNMANNED AERIAL VEHICLE FOR PRECISION AGRICULTURE APPLICATIONS
  Author: Guo, T. and Kujirai, T. and Watanabe, T.
• Mapping Cropland Distributions Using a Hard and Soft Classification Model
  Author: Pan, Yaozhong and Hu, Tangao and Zhu, Xiufang and Zhang, Jinshui and Wang, Xiaodong
• Mapping paddy rice agriculture in a highly fragmented area using a geographic information system object-based post classification process
  Author: Lin, Meng-Lung and Lin, Meng-Lung and Huang, Chao-Hsiung and Chu, Tzu-How
• Multi-temporal remote sensing image segmentation of croplands constrained by a topographical database
  Author: Inglada, Jordi and Dejoux, Jean-Francois and Hagolle, Olivier and Dedieu, Gerard
• Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping
  Author: Richter, Katja and Hank, Tobias B. and Vuolo, Francesco and Mauser, Wolfram and D'Urso, Guido
• Sensor Correction of a 6-Band Multispectral Imaging Sensor for UAV Remote Sensing
  Author: Kelcey, Joshua and Lucieer, Arko
• SUPPORT VECTOR MACHINE CLASSIFICATION OF OBJECT-BASED DATA FOR CROP MAPPING, USING MULTI-TEMPORAL LANDSAT IMAGERY
  Author: Devadas, R. and Denham, R. J. and Pringle, M.
• TEMPORAL INDICES DATA FOR SPECIFIC CROP DISCRIMINATION USING FUZZY BASED NOISE CLASSIFIER
  Author: Musande, V. and Kumar, A. and Kale, K. and Roy, P. S.
• An IHS-Based Fusion for Color Distortion Reduction and Vegetation Enhancement in IKONOS Imagery
  Author: Chikr El-Mezouar, Miloud and Taleb, Nasreddine and Kpalma, Kidiyo and Ronsin, Joseph
• Comparison of different vegetation indices for the remote assessment of green leaf area index of crops
  Author: Viña, Andrés and Gitelson, Anatoly A. and Nguy-Robertson, Anthony L. and Peng, Yi
• Desertification in the Sahel: Towards better accounting for ecosystem dynamics in the interpretation of remote sensing images
  Author: Hein, L. and de Ridder, N. and Hiernaux, P. and Leemans, R. and de Wit, A. and Schaepman, M.
• Downscaling Pesticide Use Data to the Crop Field Level in California Using Landsat Satellite Imagery: Paraquat Case Study
  Author: Maxwell, Susan K.
• Improved method for discriminating agricultural crops using geostatistics and remote sensing
  Author: Fiorentino, Costanza and Tarantino, Cristina and Pasquariello, Guido and Basso, Bruno
• Mapping double-cropped irrigated rice fields in Taiwan using time-series Satellite Pour I'Observation de la Terre data
  Author: Chen, Chi-Farn and Huang, Su-Wei and Son, Nguyen-Thanh and Chang, Li-Yu
• Multispectral Remote Sensing from Unmanned Aircraft: Image Processing Workflows and Applications for Rangeland Environments
  Author: Laliberte, Andrea S. and Goforth, Mark A. and Steele, Caitriana M. and Rango, Albert
• Panchromatic and Multispectral Image Fusion Based on Maximization of Both Spectral and Spatial Similarities
  Author: Golibagh Mahyari, Arash and Yazdi, Mehran
• Shifting farming–pastoral ecotone in China under climate and land use changes
  Author: Liu, Jun-hui and Gao, Ji-xi and Lu, Shi-Hai and Han, Yong-wei and Nie, Yi-huang
• Using active learning to adapt remote sensing image classifiers
  Author: Tuia, D. and Pasolli, E. and Emery, W.J.
• Virtual Interpretation of Earth Web-Interface Tool (VIEW-IT) for Collecting Land-Use/Land-Cover Reference Data
  Author: Clark, Matthew L. and Aide, T. Mitchell
• Current Status and Future Directions of Precision Aerial Application for Site-Specific Crop Management in the USA
  Author: Lan, Yubin and Thomson, Steven J. and Huang, Yanbo and Hoffmann, W. Clint and Zhang, Huihui
• Crop identification
• Multispectral and panchromatic images