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1

The knowns, known unknowns and unknowns of sequestration of soil organic carbon

Stockmann, Uta, Adams, Mark A., Crawford, John W., Field, Damien J., Henakaarchchi, Nilusha, Jenkins, Meaghan, Minasny, Budiman, McBratney, Alex B., Courcelles, Vivien de Remy de, Singh, Kanika, Wheel

Journal:

Agriculture, Ecosystems & Environment

Year:

2013

Language:

english

File:

PDF, 1.66 MB

english, 2013

2

Using deep learning for Digital Soil Mapping

Padarian, José, Minasny, Budiman, McBratney, Alex B.

Journal:

SOIL Discussions

Year:

2018

Language:

english

File:

PDF, 474 KB

english, 2018

3

Digital soil mapping of soil carbon at the farm scale: A spatial downscaling approach in consideration of measured and uncertain data

Malone, Brendan P., Styc, Quentin, Minasny, Budiman, McBratney, Alex B.

Journal:

Year:

2017

Language:

english

File:

PDF, 1.62 MB

english, 2017

4

Comparisons between USDA soil taxonomy and the Australian Soil Classification system II: Comparison of order, suborder and great group taxa

Hughes, Philip, McBratney, Alex B., Minasny, Budiman, Huang, Jingyi, Micheli, Erika, Hempel, Jonathan, Jones, Edward

Journal:

Year:

2018

Language:

english

File:

PDF, 520 KB

english, 2018

5

Global soil organic carbon assessment

Stockmann, Uta, Padarian, José, McBratney, Alex, Minasny, Budiman, de Brogniez, Delphine, Montanarella, Luca, Hong, Suk Young, Rawlins, Barry G., Field, Damien J.

Journal:

Global Food Security

Year:

2015

Language:

english

File:

PDF, 4.51 MB

english, 2015

6

Open digital mapping as a cost-effective method for mapping peat thickness and assessing the carbon stock of tropical peatlands

Rudiyanto,, Minasny, Budiman, Setiawan, Budi Indra, Saptomo, Satyanto Krido, McBratney, Alex B.

Journal:

Year:

2018

Language:

english

File:

PDF, 2.17 MB

english, 2018

7

Optimizing wavelength selection by using informative vectors for parsimonious infrared spectra modelling

Ng, Wartini, Minasny, Budiman, Malone, Brendan P., Sarathjith, M.C., Das, Bhabani S.

Journal:

Computers and Electronics in Agriculture

Year:

2019

Language:

english

File:

PDF, 1.29 MB

english, 2019

8

Operational sampling challenges to digital soil mapping in Tasmania, Australia

Kidd, Darren, Malone, Brendan, McBratney, Alex, Minasny, Budiman, Webb, Mathew

Journal:

Geoderma Regional

Year:

2015

Language:

english

File:

PDF, 2.18 MB

english, 2015

9

[Advances in Agronomy] Volume 118 || Digital Mapping of Soil Carbon

Minasny, Budiman

Year:

2013

Language:

english

File:

PDF, 2.78 MB

english, 2013

10

Mapping imbalanced soil classes using Markov chain random fields models treated with data resampling technique

Sharififar, Amin, Sarmadian, Fereydoon, Minasny, Budiman

Journal:

Computers and Electronics in Agriculture

Year:

2019

Language:

english

File:

PDF, 1.97 MB

english, 2019

11

Soil Security: Solving the Global Soil Crisis

Koch, Andrea, McBratney, Alex, Adams, Mark, Field, Damien, Hill, Robert, Crawford, John, Minasny, Budiman, Lal, Rattan, Abbott, Lynette, O'Donnell, Anthony, Angers, Denis, Baldock, Jeffrey, Barbier, E

Journal:

Year:

2013

Language:

english

File:

PDF, 364 KB

english, 2013

12

Multi-source data integration for soil mapping using deep learning

Wadoux, Alexandre M. J.-C., Padarian, José, Minasny, Budiman

Journal:

SOIL Discussions

Year:

2018

Language:

english

File:

PDF, 2.04 MB

english, 2018

13

Soil temperature increase in eastern Australia for the past 50 years

Knight, John H., Minasny, Budiman, McBratney, Alex B., Koen, Terry B., Murphy, Brian W.

Journal:

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

14

Is soil carbon disappearing? The dynamics of soil organic carbon in Java

BUDIMAN MINASNY, YIYI SULAEMAN, ALEX B. MCBRATNEY

Journal:

Global Change Biology

Year:

2011

Language:

english

File:

PDF, 332 KB

english, 2011

15

Developing a soil spectral library using a low-cost NIR spectrometer for precision fertilization in Indonesia

Ng, Wartini, Husnain,, Anggria, Linca, Siregar, Adha Fatmah, Hartatik, Wiwik, Sulaeman, Yiyi, Jones, Edward, Minasny, Budiman

Journal:

Geoderma Regional

Year:

2020

File:

PDF, 7.23 MB

2020

16

A conditioned Latin hypercube method for sampling in the presence of ancillary information

Budiman Minasny, Alex B. McBratney

Journal:

Computers & Geosciences

Year:

2006

Language:

english

File:

PDF, 497 KB

english, 2006

17

Evaluation of a local regression kriging approach for mapping apparent electrical conductivity of soil (ECa) at high resolution

Sun, Wei, Whelan, Brett M., Minasny, Budiman, McBratney, Alex B.

Journal:

Journal of Plant Nutrition and Soil Science

Year:

2012

Language:

english

File:

PDF, 518 KB

english, 2012

18

An integrated framework for software to provide yield data cleaning and estimation of an opportunity index for site-specific crop management

Wei Sun, Brett Whelan, Alex B. McBratney, Budiman Minasny

Journal:

Precision Agriculture

Year:

2013

Language:

english

File:

PDF, 976 KB

english, 2013

19

Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley

Minasny, Budiman, McBratney, Alex. B., Mendonça-Santos, M. L., Odeh, I. O. A., Guyon, Brice

Journal:

Australian Journal of Soil Research

Year:

2006

Language:

english

File:

PDF, 695 KB

english, 2006

20

Temperature-dependent hysteresis effects on EM induction instruments: An example of single-frequency multi-coil array instruments

Huang, Jingyi, Minasny, Budiman, Whelan, Brett M., McBratney, Alex B., Triantafilis, John

Journal:

Computers and Electronics in Agriculture

Year:

2017

Language:

english

File:

PDF, 2.71 MB

english, 2017

21

[Progress in Soil Science] Digital Soil Morphometrics || Measuring and Modelling Soil Depth Functions

Hartemink, Alfred E., Minasny, Budiman

Year:

2016

Language:

english

File:

PDF, 586 KB

english, 2016

22

[Progress in Soil Science] Pedometrics || Pedometric Valuation of the Soil Resource

McBratney, Alex. B., Minasny, Budiman, Stockmann, Uta

Year:

2018

Language:

english

File:

PDF, 423 KB

english, 2018

23

Predicting soil properties in 3D: Should depth be a covariate?

Ma, Yuxin, Minasny, Budiman, McBratney, Alex, Poggio, Laura, Fajardo, Mario

Journal:

Year:

2021

File:

PDF, 4.72 MB

2021

24

Generation of kth-order random toposequences

Nathan P. Odgers, Alex. B. McBratney, Budiman Minasny

Journal:

Computers & Geosciences

Year:

2008

Language:

english

File:

PDF, 827 KB

english, 2008

25

Two-dimensional empirical mode decomposition of heavy metal spatial variation in agricultural soils, Southeast China

Wu, Chunfa, Huang, Jingyi, Minasny, Budiman, Zhu, Hao

Journal:

Environmental Science and Pollution Research

Year:

2017

Language:

english

File:

PDF, 1.32 MB

english, 2017

26

The role of atmospheric correction algorithms in the prediction of soil organic carbon from Hyperion data

Minu, S., Shetty, Amba, Minasny, Budiman, Gomez, Cécile

Journal:

International Journal of Remote Sensing

Year:

2017

Language:

english

File:

PDF, 3.92 MB

english, 2017

27

Soil pH increase under paddy in South Korea between 2000 and 2012

Minasny, Budiman, Hong, Suk Young, Hartemink, Alfred E., Kim, Yoo Hak, Kang, Seong Soo

Journal:

Agriculture, Ecosystems & Environment

Year:

2016

Language:

english

File:

PDF, 1.72 MB

english, 2016

28

POLARIS soil properties: 30‐meter probabilistic maps of soil properties over the contiguous United States

Chaney, Nathaniel W., Minasny, Budiman, Herman, Jonathan D., Nauman, Travis W., Brungard, Colby, Morgan, Cristine L. S., McBratney, Alexander B., Wood, Eric F., Yimam, Yohannes Tadesse

Journal:

Water Resources Research

Year:

2019

Language:

english

File:

PDF, 76.53 MB

english, 2019

29

Managing the 1920s’ Chilean educational crisis: A historical view combined with machine learning

Rengifo, Francisca, Ruz, Gonzalo A., Mascareño, Aldo, Minasny, Budiman

Journal:

Year:

2018

Language:

english

File:

PDF, 6.44 MB

english, 2018

30

The Matérn function as a general model for soil variograms

Budiman Minasny, Alex. B. McBratney

Journal:

Year:

2005

Language:

english

File:

PDF, 292 KB

english, 2005

31

Comparisons between USDA Soil Taxonomy and the Australian Soil Classification System I: Data harmonization, calculation of taxonomic distance and inter-taxa variation

Hughes, Philip, McBratney, Alex B., Huang, Jingyi, Minasny, Budiman, Micheli, Erika, Hempel, Jonathan

Journal:

Year:

2017

Language:

english

File:

PDF, 1.38 MB

english, 2017

32

The feasibility of predicting the spatial pattern of soil particle-size distribution using a pedogenesis model

Ma, Yuxin, Minasny, Budiman, Welivitiya, W.D. Dimuth P., Malone, Brendan P., Willgoose, Garry R., McBratney, Alex B.

Journal:

Year:

2019

Language:

english

File:

PDF, 4.53 MB

english, 2019

33

Crops for increasing soil organic carbon stocks â A global meta analysis

Mathew, Isack, Shimelis, Hussein, Mutema, Macdex, Minasny, Budiman, Chaplot, Vincent

Journal:

Year:

2020

File:

PDF, 958 KB

2020

34

Real-time positioning in logging: Effects of forest stand characteristics, topography, and line-of-sight obstructions on GNSS-RF transponder accuracy and radio signal propagation

Zimbelman, Eloise G., Keefe, Robert F., Minasny, Budiman

Journal:

Year:

2018

Language:

english

File:

PDF, 10.75 MB

english, 2018

35

Soil carbon 4 per mille

Minasny, Budiman, Malone, Brendan P., McBratney, Alex B., Angers, Denis A., Arrouays, Dominique, Chambers, Adam, Chaplot, Vincent, Chen, Zueng-Sang, Cheng, Kun, Das, Bhabani S., Field, Damien J., Gimo

Journal:

Year:

2017

Language:

english

File:

PDF, 3.65 MB

english, 2017

36

Volcanic Ash, Insecurity for the People but Securing Fertile Soil for the Future

Fiantis, Dian, Ginting, Frisa, Gusnidar,, Nelson, M., Minasny, Budiman

Journal:

Year:

2019

Language:

english

File:

PDF, 8.11 MB

english, 2019

37

Spatiotemporal modelling of soil organic matter changes in Jiangsu, China between 1980 and 2006 using INLA-SPDE

Sun, Xiao-Lin, Minasny, Budiman, Wang, Hui-Li, Zhao, Yu-Guo, Zhang, Gan-Lin, Wu, Yun-Jin

Journal:

Year:

2021

File:

PDF, 1.25 MB

2021

38

The variance quadtree algorithm: Use for spatial sampling design

Budiman Minasny, Alex B. McBratney, Dennis J.J. Walvoort

Journal:

Computers & Geosciences

Year:

2007

Language:

english

File:

PDF, 4.20 MB

english, 2007

39

Analysis and prediction of soil properties using local regression-kriging

Wei Sun, Budiman Minasny, Alex McBratney

Journal:

Year:

2012

Language:

english

File:

PDF, 1.48 MB

english, 2012

40

From pedotransfer functions to soil inference systems

Alex B McBratney, Budiman Minasny, Stephen R Cattle, R.Willem Vervoort

Journal:

Year:

2002

Language:

english

File:

PDF, 422 KB

english, 2002

41

Digital mapping for cost-effective and accurate prediction of the depth and carbon stocks in Indonesian peatlands

Rudiyanto,, Minasny, Budiman, Setiawan, Budi Indra, Arif, Chusnul, Saptomo, Satyanto Krido, Chadirin, Yudi

Journal:

Year:

2016

Language:

english

File:

PDF, 2.96 MB

english, 2016

42

Digital mapping of peatlands – A critical review

Minasny, Budiman, Berglund, Örjan, Connolly, John, Hedley, Carolyn, de Vries, Folkert, Gimona, Alessandro, Kempen, Bas, Kidd, Darren, Lilja, Harry, Malone, Brendan, McBratney, Alex, Roudier, Pierre, O

Journal:

Earth-Science Reviews

Year:

2019

Language:

english

File:

PDF, 1.65 MB

english, 2019

43

Drainage increases CO 2 and N 2 O emissions from tropical peat soils

Aditya Prananto, Jeremy, Minasny, Budiman, Comeau, LouisâPierre, Rudiyanto,, Grace, Peter

Journal:

Global Change Biology

Year:

2020

File:

PDF, 23.24 MB

2020

44

Simple functions for describing soil water retention and the unsaturated hydraulic conductivity from saturation to complete dryness

Rudiyanto,, Minasny, Budiman, Shah, Ramisah M., Setiawan, Budi I., van Genuchten, Martinus Th.

Journal:

Journal of Hydrology

Year:

2020

File:

PDF, 8.40 MB

2020

45

The location- and scale- specific correlation between temperature and soil carbon sequestration across the globe

Huang, Jingyi, Minasny, Budiman, McBratney, Alex B., Padarian, José, Triantafilis, John

Journal:

Science of The Total Environment

Year:

2018

Language:

english

File:

PDF, 2.25 MB

english, 2018

46

Automated soil particle size analysis using time of flight distance ranging sensor

Murad, Mohammad Omar Faruk, Jones, Edward J., Minasny, Budiman

Journal:

Soil Science Society of America Journal

Year:

2020

File:

PDF, 1.28 MB

2020

47

Precocious 19th century soil carbon science

Minasny, Budiman, McBratney, Alex B., Wadoux, Alexandre M.J.-C., Akoeb, Erwin Nyak, Sabrina, Tengku

Journal:

Geoderma Regional

Year:

2020

File:

PDF, 1014 KB

2020

48

[Progress in Soil Science] Using R for Digital Soil Mapping || Continuous Soil Attribute Modeling and Mapping

Malone, Brendan P., Minasny, Budiman, McBratney, Alex B.

Year:

2017

Language:

english

File:

PDF, 857 KB

english, 2017

49

Rapid assessment of petroleum-contaminated soils with infrared spectroscopy

Ng, Wartini, Malone, Brendan P., Minasny, Budiman

Journal:

Year:

2017

Language:

english

File:

PDF, 1.64 MB

english, 2017

50

[Progress in Soil Science] Using R for Digital Soil Mapping || Categorical Soil Attribute Modeling and Mapping

Malone, Brendan P., Minasny, Budiman, McBratney, Alex B.

Year:

2017

Language:

english

File:

PDF, 502 KB

english, 2017

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