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52 ta ish

Ish: Comparison of PlanetScope, Sentinel-2, and landsat 8 data in soybean yield estimation within-field variability with random forest regression

  1. Random Forests

    Leo Breiman

    Maqola200167 iqtibos
    ABI

  2. A soil-adjusted vegetation index (SAVI)

    Alfredo Huete

    Maqola198823 iqtibos
    ABI

  3. Red and photographic infrared linear combinations for monitoring vegetation

    Compton J. Tucker

    Maqola197919 iqtibos
    ABI

  4. Use of a green channel in remote sensing of global vegetation from EOS-MODIS

    Anatoly A. Gitelson, Yoram J. Kaufman, Mark N. Merzlyak

    Maqola199610 iqtibos
    ABI

  5. TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015

    John T. Abatzoglou, Solomon Z. Dobrowski, Sean A. Parks +1

    Maqola20189 iqtibos
    ABI

  6. Importance of phenological observations and predictions in agriculture

    M. Ruml, Todor Vulić

    Maqola20054 iqtibos
    ABI

  7. High resolution wheat yield mapping using Sentinel-2

    Merryn Hunt, George Alan Blackburn, Luis Carrasco +2

    Maqola20194 iqtibos
    ABI

  8. Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil

    Raí Augusto Schwalbert, Telmo Jorge Carneiro Amado, Geomar Mateus Corassa +3

    Maqola20203 iqtibos
    ABI

  9. Time-series analysis of Sentinel-2 satellite images for sunflower yield estimation

    Khilola Amankulova, Nizom Farmonov, László Mucsi

    Maqola20223 iqtibos
    ABI

  10. Random forests: from early developments to recent advancements

    Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

    Maqola20143 iqtibos
    ABI

  11. A comparison of random forest regression and multiple linear regression for prediction in neuroscience

    Paul F. Smith, Siva Ganesh, Ping Liu

    Maqola20133 iqtibos
    ABI

  12. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture

    D. Haboudane

    Maqola20043 iqtibos
    ABI

  13. SEN2-AGRI – CROP TYPE MAPPING PILOT STUDY USING SENTINEL-2 SATELLITE IMAGERY IN INDIA

    D. Vijayasekaran

    Maqola20193 iqtibos
    ABI

  14. Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

    Yaping Cai, Kaiyu Guan, David B. Lobell +8

    Maqola20193 iqtibos
    ABI

  15. Using satellite data to identify the causes of and potential solutions for yield gaps in India’s Wheat Belt

    Meha Jain, Balwinder Singh, A A K Srivastava +3

    Maqola20172 iqtibos
    ABI

  16. Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model

    Matteo G. Ziliani, M. U. Altaf, B. Aragon +6

    Maqola20212 iqtibos
    ABI

  17. Farming and Earth Observation: Sentinel-2 data to estimate within-field wheat grain yield

    Joel Segarra, J. L. Araus, Shawn C. Kefauver

    Maqola20222 iqtibos
    ABI

  18. An analysis of cropland mask choice and ancillary data for annual corn yield forecasting using MODIS data

    Yang Shao, James B. Campbell, Gregory N. Taff +1

    Maqola20152 iqtibos
    ABI

  19. Global estimation of crop productivity and the impacts of global warming by GIS and EPIC integration

    Guoxin Tan, Ryosuke Shibasaki

    Maqola20032 iqtibos
    ABI

  20. Ecosystem carbon fluxes and canopy spectral reflectance of a mountain meadow

    Damiano Gianelle, Loris Vescovo, Barbara Marcolla +2

    Maqola20082 iqtibos
    ABI

  21. Post-processing methods to eliminate erroneous grain yield measurements: review and directions for future development

    Greg Lyle, Brett A. Bryan, Bertram Ostendorf

    Maqola20132 iqtibos
    ABI

  22. County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model

    Jie Sun, Liping Di, Ziheng Sun +2

    Maqola20192 iqtibos
    ABI

  23. Soybean yield prediction from UAV using multimodal data fusion and deep learning

    Maitiniyazi Maimaitijiang, Vasit Sagan, Paheding Sidike +3

    Maqola20192 iqtibos
    ABI

  24. Assessing the fidelity of Landsat-based fAPAR models in two diverse sugarcane growing regions

    Sybrand Jacobus Muller, P. Sithole, A. Singels +1

    Maqola20202 iqtibos
    ABI

  25. Optimal Soybean (Glycine max L.) Land Suitability Using GIS-Based Multicriteria Analysis and Sentinel-2 Multitemporal Images

    Dorijan Radočaj, Mladen Jurišić, Mateo Gašparović +1

    Maqola20202 iqtibos
    ABI