Prediction of rice biomass using machine learning algorithms
Conventional rice sampling methods are effective. However, they are destructive, laborious, time-consuming, impractical for large fields, and subject to human error. Unmanned aerial vehicles (UAVs) may address these issues. Machine learning algorithms (MLs) can predict rice biomass from UAV-based...
| Main Author: | Radhwane, Derraz |
|---|---|
| Format: | Thesis |
| Language: | English English |
| Published: |
2022
|
| Subjects: | |
| Online Access: | http://psasir.upm.edu.my/id/eprint/104544/ http://psasir.upm.edu.my/id/eprint/104544/1/FP%202022%2070%20-%20IR.pdf |
Similar Items
Genotype-nitrogen-environment interaction and stability of blast resistant rice in multi locational trials
by: Almu, Hamisu
Published: (2019)
by: Almu, Hamisu
Published: (2019)
Enhancement of fundamental photosynthetic properties, growth and yield in MR219 and MR263 rice varieties via early-stage CO₂ enrichment before transplanting
by: Muhamad Mujab, Azzami Adam
Published: (2022)
by: Muhamad Mujab, Azzami Adam
Published: (2022)
Enhancing grain filling in rice using growth enhancers under water stress condition
by: Berahim, Zulkarami
Published: (2018)
by: Berahim, Zulkarami
Published: (2018)
Remote sensing technology and machine learning algorithms for crop yield prediction in Bambara groundnut and grapevines
by: Jewan, Shaikh Yassir Yousouf
Published: (2024)
by: Jewan, Shaikh Yassir Yousouf
Published: (2024)
Preanthesis biomass accumulation of plant and plant organs defines yield components in wheat
by: Xie, Quan, et al.
Published: (2016)
by: Xie, Quan, et al.
Published: (2016)
Marker-assisted backcrossing to develop a fragrant rice variety from crossing between rice varieties MR269 and Basmati 370
by: Lau, Wendy Chui Phing
Published: (2017)
by: Lau, Wendy Chui Phing
Published: (2017)
Modeling solute transport for improved fertiliser use in rice production system
by: Mo'allim, Abdikani Abdullahi
Published: (2018)
by: Mo'allim, Abdikani Abdullahi
Published: (2018)
Development of Machine Learning Algorithm for Acquiring Machining Data in Turning Process
by: Ali Al-Assadi, Hayder M. A.
Published: (2004)
by: Ali Al-Assadi, Hayder M. A.
Published: (2004)
Development of blast resistant rice variety through marker-assisted backcrossing between varieties MR263 and Pongsu Seribu 1
by: Hasan, Muhammad Mahmudul
Published: (2015)
by: Hasan, Muhammad Mahmudul
Published: (2015)
Overexpression of the RieskeFeS protein increasese electron transport rates and biomass yield
by: Simkin, Andrew J., et al.
Published: (2017)
by: Simkin, Andrew J., et al.
Published: (2017)
Integration of physico-chemical and enzymatic pretreatments of oil palm biomass for enhancement of glucose production
by: Ahmad Rizal, Nur Fatin Athirah
Published: (2018)
by: Ahmad Rizal, Nur Fatin Athirah
Published: (2018)
Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies
by: Atkinson, Jonathan A., et al.
Published: (2017)
by: Atkinson, Jonathan A., et al.
Published: (2017)
Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass
by: Derraz, Radhwane, et al.
Published: (2023)
by: Derraz, Radhwane, et al.
Published: (2023)
A modified soil tilth index and its relationship with rice yield
by: Bockari-Gevao, Sahr Marvin, et al.
Published: (2006)
by: Bockari-Gevao, Sahr Marvin, et al.
Published: (2006)
Enhancing Crop Yield Prediction Utilizing Machine Learning on Satellite-Based Vegetation Health Indices
by: Pham, Hoa Thi, et al.
Published: (2022)
by: Pham, Hoa Thi, et al.
Published: (2022)
An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates
by: Roadknight, Chris, et al.
Published: (2015)
by: Roadknight, Chris, et al.
Published: (2015)
Evolutionary algorithms and machine learning techniques for information retrieval
by: Ibrahim, Osman Ali Sadek
Published: (2017)
by: Ibrahim, Osman Ali Sadek
Published: (2017)
Predictive modelling of nanofluids thermophysical properties using machine learning
by: Olanrewaju, Alade Ibrahim
Published: (2021)
by: Olanrewaju, Alade Ibrahim
Published: (2021)
Estimation of above-ground biomass of oil palm trees using phased array L-band synthetic aperture radar data
by: Shashikant, Veena
Published: (2014)
by: Shashikant, Veena
Published: (2014)
Evaluation of Three Feature Dimension Reduction Techniques for Machine Learning-Based Crop Yield Prediction Models
by: Pham, Hoa Thi, et al.
Published: (2022)
by: Pham, Hoa Thi, et al.
Published: (2022)
Gait trajectory prediction via extreme learning machine
by: Lim, Han Leong
Published: (2021)
by: Lim, Han Leong
Published: (2021)
Insecticidal effects of selected plant extracts on rice weevil, Sitophilus oryzae L. and rice moth, Corcyra cephalonica (St)
by: Khani, Mousa
Published: (2012)
by: Khani, Mousa
Published: (2012)
Development of bio-mulching materials for weed control, soil moisture conservation and insect repellency in system of rice intensification
by: Umar, Mohammed
Published: (2015)
by: Umar, Mohammed
Published: (2015)
Modeling and simulation of fluidized bed gasifier of biomass
by: Seyed, Shahabeddin Nehzati
Published: (2010)
by: Seyed, Shahabeddin Nehzati
Published: (2010)
Manipulating biochemical pathways in rice
by: Goddard, Maria Nadia
Published: (2004)
by: Goddard, Maria Nadia
Published: (2004)
Plant Regeneration And Biochemical Changes in Rice (Oryza Sativa L.) Under NaCl Stress
by: Khan Khattak, Mohammad Saeed
Published: (1996)
by: Khan Khattak, Mohammad Saeed
Published: (1996)
Influence of different levels of iron and molybdenum on nitrogen fixation and phosphate solubilization in aerobic rice
by: Sambudin, Siti Nur` Ain
Published: (2019)
by: Sambudin, Siti Nur` Ain
Published: (2019)
Genetic diversity of Malaysian aromatic rice germplasm revealed by quantitative traits, microsatellite and intersimple sequence repeat markers
by: Al-Jumaily, Saba Jasim Mohamad
Published: (2015)
by: Al-Jumaily, Saba Jasim Mohamad
Published: (2015)
Nitrogen Use Efficiency of Rice Crop as Influenced by Planting Methods Under Glasshouse Condition
by: Harun, Muhamad
Published: (1985)
by: Harun, Muhamad
Published: (1985)
System dynamics analysis of the paddy deduction system in the MADA granary area in Malaysia
by: Rusli, Rawaida
Published: (2018)
by: Rusli, Rawaida
Published: (2018)
Effects of Ambient Tropospheric Ozone on Mr-219 Rice in the Muda Irrigation Scheme Area
by: Ismail, Marzuki
Published: (2005)
by: Ismail, Marzuki
Published: (2005)
Development of a high clearance android-controlled inter-row weeder for rice intensification system
by: Suleiman, Samaila
Published: (2017)
by: Suleiman, Samaila
Published: (2017)
Pollen quality and seed yield component responses to pre-anthesis water stress in cultivated and weedy rice (Oryza sativa)
by: Saragih, Ammini Amrina
Published: (2013)
by: Saragih, Ammini Amrina
Published: (2013)
Development of liquid enhancer for germination and early growth of rice (Oryza sativa L.) under drought stress
by: Mahadi, Siti Nuratiqah
Published: (2019)
by: Mahadi, Siti Nuratiqah
Published: (2019)
Detection on ambiguous software requirements specification written in malay using machine learning
by: Zahrin, Mohd Firdaus
Published: (2017)
by: Zahrin, Mohd Firdaus
Published: (2017)
Specific growth rate and carbon sugar consumption of diazotrophs isolated from rice rhizosphere
by: Naher, Umme Aminun, et al.
Published: (2008)
by: Naher, Umme Aminun, et al.
Published: (2008)
Modelling of Solar Radiation Interception and Biomass Production in an Intercropping System of Rubber with Banana and Pineapple
by: Jalloh, Mohamadu Boyie
Published: (2003)
by: Jalloh, Mohamadu Boyie
Published: (2003)
Thermal degradation and kinetic analysis of waste
sawdust biomass / Noor Najihah Mohd
by: Mohd, Noor Najihah
Published: (2017)
by: Mohd, Noor Najihah
Published: (2017)
Relevance of composition and localisation of raw rice grains to texture of cooked rice
by: Awg Hj Tengah, Hjh Noorhasifah
Published: (2016)
by: Awg Hj Tengah, Hjh Noorhasifah
Published: (2016)
Oil palm maturity classifier using spectrometer and machine learning
by: Goh, Jia Quan
Published: (2021)
by: Goh, Jia Quan
Published: (2021)
Similar Items
-
Genotype-nitrogen-environment interaction and stability of blast resistant rice in multi locational trials
by: Almu, Hamisu
Published: (2019) -
Enhancement of fundamental photosynthetic properties, growth and yield in MR219 and MR263 rice varieties via early-stage CO₂ enrichment before transplanting
by: Muhamad Mujab, Azzami Adam
Published: (2022) -
Enhancing grain filling in rice using growth enhancers under water stress condition
by: Berahim, Zulkarami
Published: (2018) -
Remote sensing technology and machine learning algorithms for crop yield prediction in Bambara groundnut and grapevines
by: Jewan, Shaikh Yassir Yousouf
Published: (2024) -
Preanthesis biomass accumulation of plant and plant organs defines yield components in wheat
by: Xie, Quan, et al.
Published: (2016)