cran: Cubist | Projects | Ecosyste.ms: Papers

10.7717/peerj.5457

Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
Cited by: 84
Author(s): Tomislav Hengl, Markus Walsh, Jonathan Sanderman, Ichsani Wheeler, Sandy P. Harrison, Iain Colin Prentice
Software Mentions: 17
Published: over 6 years ago

10.3389/frai.2021.628441

Interpretability Versus Accuracy: A Comparison of Machine Learning Models Built Using Different Algorithms, Performance Measures, and Features to Predict E. coli Levels in Agricultural Water
Cited by: 12
Author(s): Daniel Weller, Tanzy Love, Martin Wiedmann
Software Mentions: 16
Published: over 3 years ago

10.1038/s41598-019-50480-x

Early Prediction of Soybean Traits through Color and Texture Features of Canopy RGB Imagery
Cited by: 21
Author(s): Wenan Yuan, Nuwan K. Wijewardane, Shawn Jenkins, Geng Bai, Yufeng Ge, George L. Graef
Software Mentions: 9
Published: about 5 years ago

10.1038/s41598-021-85639-y

African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
Cited by: 79
Author(s): Tomislav Hengl, Matthew A. E. Miller, Josip Križan, Keith D. Shepherd, Andrew Sila, Milan Kilibarda, Ognjen Antonijević, Luka Glušica, A. Dobermann, Stephan M. Haefele, Steve P. McGrath, Gifty E. Acquah, Jamie Collinson, Leandro Parente, Mohammadreza Sheykhmousa, Kazuki Saito, Jean‐Martial Johnson, Jordan Chamberlin, Francis B. T. Silatsa, Martin Yemefack, John Wendt, R.A. MacMillan, Ichsani Wheeler, Jonathan H. Crouch
Software Mentions: 9
Published: almost 4 years ago

10.3389/fpls.2019.01355

In-Field Detection and Quantification of Septoria Tritici Blotch in Diverse Wheat Germplasm Using Spectral–Temporal Features
Cited by: 22
Author(s): Jonas Anderegg, Andreas Hund, Petteri Karisto, Alexey Mikaberidze
Software Mentions: 9
Published: about 5 years ago

10.1208/s12249-020-01660-w

Data-Driven Modeling of the Bicalutamide Dissolution from Powder Systems
Cited by: 9
Author(s): Aleksander Mendyk, Adam Pacławski, Joanna Szafraniec-Szczęsny, Agata Antosik, Witold Jamróz, Marian Paluch, Renata Jachowicz
Software Mentions: 9
Published: over 4 years ago

10.1155/2018/3719703

Quantitative Assessment of the Physiological Parameters Influencing QT Interval Response to Medication: Application of Computational Intelligence Tools
Cited by: 2
Author(s): Sebastian Polak, Barbara Wiśniowska, Aleksander Mendyk, Adam Pacławski, Jakub Szlęk
Software Mentions: 8
Published: almost 7 years ago

10.7717/peerj.1366

Taking account of uncertainties in digital land suitability assessment
Cited by: 14
Author(s): Brendan Malone, Darren Kidd, Budiman Minasny, Alex B. McBratney
Software Mentions: 7
Published: about 9 years ago

10.1371/journal.pone.0220881

Comparison of catchment scale 3D and 2.5D modelling of soil organic carbon stocks in Jiangxi Province, PR China
Cited by: 17
Author(s): Tobias Rentschler, Philipp Gries, Thorsten Behrens, Helge Bruelheide, Peter Kühn, Steffen Seitz, Xuezheng Shi, Stefan Trogisch, Thomas Scholten, Karsten Schmidt
Software Mentions: 5
Published: over 5 years ago

10.1038/s41598-019-49226-6

Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra
Cited by: 28
Author(s): Michael Blaschek, Pierre Roudier, Matteo Poggio, C. B. Hedley
Software Mentions: 4
Published: over 5 years ago

10.1098/rsos.201121

Surrogate models based on machine learning methods for parameter estimation of left ventricular myocardium
Cited by: 31
Author(s): Li Cai, Lei Ren, Yongheng Wang, Wenjie Xie, Guangyu Zhu, Hao Gao
Software Mentions: 4
Published: almost 4 years ago

10.7717/peerj.9087

Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms
Cited by: 19
Author(s): Guangfei Wei, Yu Liu, Zhitao Zhang, Yinwen Chen, Junying Chen, Zhihua Yao, Congcong Lao, Huifang Chen
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pone.0066409

Prediction of Soil Organic Carbon at the European Scale by Visible and Near InfraRed Reflectance Spectroscopy
Cited by: 287
Author(s): Antoine Stevens, Marco Nocita, Gergely Tóth, Luca Montanarella, Bas van Wesemael
Software Mentions: 4
Published: over 11 years ago

10.1371/journal.pbio.3000443

Machine learning of human plasma lipidomes for obesity estimation in a large population cohort
Cited by: 46
Author(s): Mathias J. Gerl, Christian Klose, Michał A. Surma, Céline Fernandez, Olle Melander, Satu Männistö, Katja Borodulin, Aki S. Havulinna, Veikko Salomaa, Elina Ikonen, Carlo Vittorio Cannistraci, Kai Simons
Software Mentions: 4
Published: about 5 years ago

10.7717/peerj.6926

Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring
Cited by: 98
Author(s): Xiangyu Ge, Jingzhe Wang, Jianli Ding, Xiaoyi Cao, Zipeng Zhang, Jie Liu, Xiaohang Li
Software Mentions: 3
Published: over 5 years ago

10.7717/peerj.5722

In search of an optimum sampling algorithm for prediction of soil properties from infrared spectra
Cited by: 30
Author(s): Wartini Ng, Budiman Minasny, Brendan Malone, Patrick Filippi
Software Mentions: 3
Published: about 6 years ago

10.1371/journal.pone.0142295

Modeling Soil Organic Carbon at Regional Scale by Combining Multi-Spectral Images with Laboratory Spectra
Cited by: 63
Author(s): Peng Yi, Xiong Xiong, Kabindra Adhikari, Maria Knadel, Sabine Grunwald, Mogens Humlekrog Greve
Software Mentions: 3
Published: about 9 years ago

10.1371/journal.pone.0245834

Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing
Cited by: 17
Author(s): Santos Henrique Brant Dias, Roberto Filgueiras, Elpı́dio Inácio Fernandes Filho, Gemima Santos Arcanjo, Gustavo Henrique da Silva, Everardo Chartuni Mantovani, Fernando França da Cunha
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-020-77567-0

Mapping wind erosion hazard with regression-based machine learning algorithms
Cited by: 31
Author(s): Hamid Gholami, Aliakbar Mohammadifar, Dieu Tien Bui, Adrian L. Collins
Software Mentions: 3
Published: about 4 years ago

10.3390/s20041144

Review of Top-of-Canopy Sun-Induced Fluorescence (SIF) Studies from Ground, UAV, Airborne to Spaceborne Observations
Cited by: 26
Author(s): Subhajit Bandopadhyay, Anshu Rastogi, Radosław Juszczak
Software Mentions: 3
Published: almost 5 years ago

10.1038/s41396-021-00906-0

Soil microbial diversity–biomass relationships are driven by soil carbon content across global biomes
Cited by: 137
Author(s): Felipe Bastida, David J. Eldridge, Carlos Garcı́a, G. Kenny Png, Richard D. Bardgett, Manuel Delgado‐Baquerizo
Software Mentions: 3
Published: almost 4 years ago

10.1371/journal.pone.0217850

Examining seasonal effect of urban heat island in a coastal city
Cited by: 19
Author(s): Xiangli Wu, Lin Zhang, Shuying Zang
Software Mentions: 2
Published: over 5 years ago

10.1371/journal.pone.0097295

Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia
Cited by: 28
Author(s): Jiangzhou Xia, Shunlin Liang, Jiquan Chen, Wenping Yuan, Shuguang Liu, Linghao Li, Wenju Cai, Li Zhang, Yang Fu, Tianbao Zhao, Jinming Feng, Zhuguo Ma, Ming Ma, Shaomin Liu, Guangsheng Zhou, Jun Asanuma, Shiping Chen, Mingyuan Du, Gombo Davaa, Tomomichi Kato, Qiang Liu, Suhong Liu, Shenggong Li, Changliang Shao, Yanhong Tang, Xiang Zhao
Software Mentions: 2
Published: over 10 years ago

10.7717/peerj.11042

Rapid and cost-effective nutrient content analysis of cotton leaves using near-infrared spectroscopy (NIRS)
Cited by: 13
Author(s): Jeremy Aditya Prananto, Budiman Minasny, T. B. Weaver
Software Mentions: 2
Published: almost 4 years ago

10.3389/fpsyg.2018.02437

A Functional Model of Kitsch and Art: Linking Aesthetic Appreciation to the Dynamics of Social Motivation
Cited by: 9
Author(s): Stefan A. Ortlieb, Claus-Christian Carbon
Software Mentions: 2
Published: almost 6 years ago

10.3390/molecules24152851

Rapid Identification of Rainbow Trout Adulteration in Atlantic Salmon by Raman Spectroscopy Combined with Machine Learning
Cited by: 23
Author(s): Zeling Chen, Ting Wu, Cheng Xiang, Xiaoyan Xu, Xingguo Tian
Software Mentions: 2
Published: over 5 years ago

10.1186/s13021-018-0093-5

Estimation of forest aboveground biomass and uncertainties by integration of field measurements, airborne LiDAR, and SAR and optical satellite data in Mexico
Cited by: 75
Author(s): Mikhail Urbazaev, Christian Thiel, Felix Cremer, Ralph Dubayah, Mirco Migliavacca, Markus Reichstein, Christiane Schmullius
Software Mentions: 2
Published: almost 7 years ago

10.3390/s19020263

Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra
Cited by: 80
Author(s): Mingyong Yang, Danfeng Xu, Songchao Chen, Hongyi Li, Zhou Shi
Software Mentions: 2
Published: almost 6 years ago

10.3390/s20236729

Is Standardization Necessary for Sharing of a Large Mid-Infrared Soil Spectral Library?
Cited by: 22
Author(s): Shree R. S. Dangal, Jonathan Sanderman
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.pone.0157610

Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres—Focus on Feature Selection
Cited by: 22
Author(s): Hossam M. Zawbaa, Jakub Szlęk, Crina Groşan, Renata Jachowicz, Aleksander Mendyk
Software Mentions: 2
Published: over 8 years ago

10.3390/s21113927

Application of Low-Cost MEMS Spectrometers for Forest Topsoil Properties Prediction
Cited by: 4
Author(s): Felix Thomas, Rainer Petzold, Carina Becker, Ulrike Werban
Software Mentions: 2
Published: over 3 years ago

10.3389/fpsyg.2015.00365

The stream of experience when watching artistic movies. Dynamic aesthetic effects revealed by the Continuous Evaluation Procedure (CEP)
Cited by: 31
Author(s): Claudia Muth, Marius Raab, Claus-Christian Carbon
Software Mentions: 1
Published: over 9 years ago

10.1111/gcb.14815

How to measure, report and verify soil carbon change to realize the potential of soil carbon sequestration for atmospheric greenhouse gas removal
Cited by: 260
Author(s): Pete Smith, Jean‐François Soussana, Denis A. Angers, Louis A. Schipper, Claire Chenu, Daniel P. Rasse, N.H. Batjes, Fenny van Egmond, Stephen McNeill, Matthias Kuhnert, Cristina Arias‐Navarro, Jørgen E. Olesen, Ngonidzashe Chirinda, Dario Fornara, Eva K. Wollenberg, Jorge Álvaro‐Fuentes, Alberto Sanz-Cobeña, Katja Klumpp
Software Mentions: 1
Published: about 5 years ago

10.1093/jac/dkv388

Evaluation of CTX-M steady-state mRNA, mRNA half-life and protein production in various STs of<i>Escherichia coli</i>
Cited by: 10
Author(s): Chelsie N. Geyer, Randal C. Fowler, James R. Johnson, Brian Johnston, Scott J. Weissman, Peter M. Hawkey, Nancy D. Hanson
Software Mentions: 1
Published: about 9 years ago

10.1002/acm2.12899

Prediction of the output factor using machine and deep learning approach in uniform scanning proton therapy
Cited by: 8
Author(s): Hardev S. Grewal, M Chacko, Salahuddin Ahmad, H Jin
Software Mentions: 1
Published: over 4 years ago

10.1186/s40537-018-0154-3

A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques
Cited by: 10
Author(s): Stephen Clark, Nik Lomax
Software Mentions: 1
Published: about 6 years ago

10.3390/s20205763

Comparative Analysis of Artificial Intelligence Models for Accurate Estimation of Groundwater Nitrate Concentration
Cited by: 36
Author(s): Shahab S. Band, Saeid Janizadeh, Subodh Chandra Pal, Indrajit Chowdhuri, Zhaleh Siabi, Akbar Norouzi, Assefa M. Melesse, Manouchehr Shokri, Amir Mosavi
Software Mentions: 1
Published: about 4 years ago

10.1016/j.mex.2018.05.019

Combining ancillary soil data with VisNIR spectra to improve predictions of organic and inorganic carbon content of soils
Cited by: 11
Author(s): Patrick Filippi, Stephen R. Cattle, Thomas Bishop, E.V. Jones, Budiman Minasny
Software Mentions: 1
Published: almost 7 years ago

10.1038/s41598-019-50262-5

A Novel Hybrid Model for Predicting Blast-Induced Ground Vibration Based on k-Nearest Neighbors and Particle Swarm Optimization
Cited by: 42
Author(s): Xuan‐Nam Bui, Pirat Jaroonpattanapong, Hoang Nguyen, Quang-Hieu Tran, Nguyễn Quốc Long
Software Mentions: 1
Published: about 5 years ago

10.1186/s13021-015-0030-9

Local discrepancies in continental scale biomass maps: a case study over forested and non-forested landscapes in Maryland, USA
Cited by: 31
Author(s): Wenli Huang, A. Swatantran, Kristofer D. Johnson, Laura Duncanson, Hao Tang, Jarlath O’Neil Dunne, G. C. Hurtt, Ralph Dubayah
Software Mentions: 1
Published: over 9 years ago

10.1038/s41598-020-73745-2

Dissection of hyperspectral reflectance to estimate nitrogen and chlorophyll contents in tea leaves based on machine learning algorithms
Cited by: 28
Author(s): Hiroto Yamashita, Rei Sonobe, Yuhei Hirono, Akio Morita, Takashi Ikka
Software Mentions: 1
Published: about 4 years ago

10.3390/ijms20143389

Chemi-Net: A Molecular Graph Convolutional Network for Accurate Drug Property Prediction
Cited by: 113
Author(s): Ke Liu, Xiangyan Sun, Lei Jia, Jun Ma, Haoming Xing, Junqiu Wu, Hua Gao, Yax Sun, Florian Boulnois, Jun Fan
Software Mentions: 1
Published: over 5 years ago

10.1038/s41598-021-83847-0

Potential of spectroscopic analyses for non-destructive estimation of tea quality-related metabolites in fresh new leaves
Cited by: 4
Author(s): Hiroto Yamashita, Rei Sonobe, Yuhei Hirono, Akio Morita, Takashi Ikka
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0105519

Digital Mapping of Soil Organic Carbon Contents and Stocks in Denmark
Cited by: 231
Author(s): Kabindra Adhikari, Alfred E. Hartemink, Budiman Minasny, Rania Bou Kheir, Mette B. Greve, Mogens Humlekrog Greve
Software Mentions: 1
Published: over 10 years ago

10.1038/s41598-021-91646-w

CubeSats deliver new insights into agricultural water use at daily and 3 m resolutions
Cited by: 12
Author(s): B. Aragon, Matteo G. Ziliani, Rasmus Houborg, Trenton E. Franz, Matthew F. McCabe
Software Mentions: 1
Published: over 3 years ago

10.1016/j.scitotenv.2016.11.123

Mapping monthly rainfall erosivity in Europe
Cited by: 131
Author(s): Cristiano Ballabio, Pasquale Borrelli, Jonathan Spinoni, Katrin Meusburger, Silas Michaelides, Santiago Beguerı́a, Andreas Klik, Sašo Petan, M. Janeček, Preben Olsen, Juha Aalto, Mónika Lakatos, A. Rymszewicz, Alexandru Dumitrescu, Melita Perčec Tadić, Nazzareno Diodato, Julia Kostalova, Svetla Rousseva, Kazimierz Banasik, Christine Alewell, Panos Panagos
Software Mentions: 1
Published: almost 8 years ago

10.7717/peerj.10585

Estimating salt content of vegetated soil at different depths with Sentinel-2 data
Cited by: 9
Author(s): Yinwen Chen, Yuanlin Qiu, Zhitao Zhang, Junrui Zhang, Ce Chen, Jing Han, Dan Liú
Software Mentions: 1
Published: about 4 years ago

10.1002/ece3.7843

Optimal foraging by a large ungulate in an extreme environment: Wild mountain reindeer select snow‐free feeding habitats in winter
Cited by: 2
Author(s): Lena Romtveit, Olav Strand, Anders Mossing, Leif Kastdalen, Arne W. Hjeltnes, Dag Bjerketvedt, Arvid Odland, Jan Heggenes
Software Mentions: 1
Published: over 3 years ago

10.3389/frai.2020.577620

Integration of AI and Machine Learning in Radiotherapy QA
Cited by: 44
Author(s): Maria F. Chan, A. Witztum, Gilmer Valdés
Software Mentions: 1
Published: about 4 years ago

10.1371/journal.pone.0129038

Three-Dimensional Mapping of Soil Organic Carbon by Combining Kriging Method with Profile Depth Function
Cited by: 15
Author(s): Chong Chen, Kelin Hu, Hong Li, Anping Yun, Baoguo Li
Software Mentions: 1
Published: over 9 years ago

10.3389/fphy.2019.00117

Prediction of Left Ventricular Mechanics Using Machine Learning
Cited by: 33
Author(s): Yaghoub Dabiri, Alex Van der Velden, K Sack, Jenny S. Choy, Ghassan S. Kassab, Julius M. Guccione
Software Mentions: 1
Published: over 5 years ago

10.7717/peerj.4659

Description and spatial inference of soil drainage using matrix soil colours in the Lower Hunter Valley, New South Wales, Australia
Cited by: 8
Author(s): Brendan Malone, Alex B. McBratney, Budiman Minasny
Software Mentions: 1
Published: over 6 years ago

10.3389/fpsyg.2020.00473

Communication and Meaning-Making Are Central to Understanding Aesthetic Response in Any Context
Cited by: 2
Author(s): Melissa J. Dolese, Aaron Kozbelt
Software Mentions: 1
Published: almost 5 years ago

10.3390/ijerph16204012

Improved Estimates of Population Exposure in Low-Elevation Coastal Zones of China
Cited by: 10
Author(s): Xuchao Yang, Chenming Yao, Qian Chen, Tingting Ye, Cheng Jin
Software Mentions: 1
Published: about 5 years ago

Projects: cran: Cubist

Papers Mentioning Cubist 54