Linda Lilburne - Publications, H-index & Citations

Linda Lilburne

manaaki whenua - landcare research

20H指数

73论文数

1.3K被引数

收录论文 23

发表时间

Can we use APSIM’s embedded expert knowledge to ‘train’ a machine learning model to identify, at high resolution, land suitable to grow lucerne (Medicago sativa L.) using simplified climate data?我们能否利用APSIM的嵌入式专家知识来‘训练’一个机器学习模型，以高分辨率识别适宜种植苜蓿（Medicago sativa L.）的土地，并使用简化的气候数据？

European Journal of Agronomy

IF5.5

2025-08-14

OAAI

Jing Guo; Teng Fei; Xiumei Yang; Linda Lilburne; Derrick Moot; Brent Martin; Edmar Teixeira; Man Yang

Interpreting and evaluating digital soil mapping prediction uncertainty: A case study using texture from SoilGrids 解释和评估数字土壤制图预测的不确定性: 使用土壤网格纹理的案例研究

GEODERMA

IF6.6

2024-10-01

OAAI

Lilburne, Linda; Helfenstein, Anatol; Heuvelink, Gerard B. M.; Eger, Andre

Quantifying uncertainty in the prediction of soil properties using mid-infrared spectra

GEODERMA

IF6.6

2024-08-01

OAAI

Omondiagbe, Osayande Pascal; Roudier, Pierre; Lilburne, Linda; Ma, Yuxin; Mcneill, Stephen

Derivation of physically based soil hydraulic parameters in New Zealand by combining soil physics and hydropedology

EUROPEAN JOURNAL OF SOIL SCIENCE

IF3.8

2024-05-29

OAAI

Pollacco, J. A. P.; Fernandez-Galvez, J.; Webb, T.; Vickers, S.; Robertson, B.; Mcneill, S.; Lilburne, L.; Rajanayaka, C.; Chau, H. W.

A soil spectral library of New Zealand

GEODERMA REGIONAL

IF3.3

2023-12-01

OAAI

Ma, Yuxin; Roudier, Pierre; Kumar, Kishor; Palmada, Thilak; Grealish, Gerard; Carrick, Sam; Lilburne, Linda; Triantafilis, John

Soil texture prediction with automated deep convolutional neural networks and population-based learning

GEODERMA

IF6.6

2023-08-01

OAAI

Omondiagbe, Osayande Pascal; Lilburne, Linda; Licorish, Sherlock A.; MacDonell, Stephen G.

Improving Understanding and Management of Uncertainty in Science-Informed Collaborative Policy Processes

SUSTAINABILITY

IF3.3

2022-05-16

OAAI

Lilburne, Linda; Robson-Williams, Melissa; Norton, Ned

Land use effects on soil hydraulic properties and the contribution of soil organic carbon

JOURNAL OF HYDROLOGY

IF6.3

2021-11-01

PREAI

Fu, Zihuan; Hu, Wei; Beare, Mike; Thomas, Steve; Carrick, Sam; Dando, John; Langer, Stephanie; Muller, Karin; Baird, David; Lilburne, Linda

Developing an indicator of productive potential to assess land use suitability in New Zealand

ENVIRONMENTAL AND SUSTAINABILITY INDICATORS

IF5.6

2021-09-01

OAAI

Harris, S.; McDowell, R. W.; Lilburne, L.; Laurenson, S.; Dowling, L.; Guo, Jing; Pletnyakov, P.; Beare, M.; Palmer, D.

How important is the description of soil unsaturated hydraulic conductivity values for simulating soil saturation level, drainage and pasture yield?

JOURNAL OF HYDROLOGY

IF6.3

2021-07-01

OAAI

Vogeler, Iris; Carrick, Sam; Lilburne, Linda; Cichota, Rogerio; Pollacco, Joseph; Fernandez-Galvez, Jesus

Deriving physical and unique bimodal soil Kosugi hydraulic parameters from inverse modelling

ADVANCES IN WATER RESOURCES

IF4.2

2021-07-01

OAAI

Fernandez-Galvez, J.; Pollacco, J. A. P.; Lilburne, L.; McNeill, S.; Carrick, S.; Lassabatere, L.; Angulo-Jaramillo, R.

The Land Resource Circle: Supporting land-use decision making with an ecosystem-service-based framework of soil functions

GEODERMA

IF6.6

2020-04-01

OAAI

Lilburne, Linda; Eger, Andre; Mudge, Paul; Ausseil, Anne-Gaelle; Stevenson, Bryan; Herzig, Alexander; Beare, Mike

Estimation of soil subsurface hydraulic conductivity based on inverse modelling and soil morphology

JOURNAL OF HYDROLOGY

IF6.3

2019-07-01

PREAI

Vogeler, Iris; Carrick, Sam; Cichota, Rogerio; Lilburne, Linda

Pedotransfer functions for the soil water characteristics of New Zealand soils using S-map information

GEODERMA

IF6.6

2018-09-01

OAAI

McNeill, S. J.; Lilburne, L. R.; Carrick, S.; Webb, T. H.; Cuthill, T.

The land use suitability concept: Introduction and an application of the concept to inform sustainable productivity within environmental constraints

ECOLOGICAL INDICATORS

IF7.4

2018-08-01

OAAI

McDowell, R. W.; Snelder, T.; Harris, S.; Lilburne, L.; Larned, S. T.; Scarsbrook, M.; Curtis, A.; Holgate, B.; Phillips, J.; Taylor, K.

Saturated hydraulic conductivity model computed from bimodal water retention curves for a range of New Zealand soils

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2017-06-09

OAAI

Pollacco, Joseph Alexander Paul; Webb, Trevor; McNeill, Stephen; Hu, Wei; Carrick, Sam; Hewitt, Allan; Lilburne, Linda

Predicting groundwater redox status on a regional scale using linear discriminant analysis

JOURNAL OF CONTAMINANT HYDROLOGY

IF4.4

2016-08-01

PREAI

Close, M. E.; Abraham, P.; Humphries, B.; Lilburne, L.; Cuthill, T.; Wilson, S.

Soil and informatics science combine to develop S-map: A new generation soil information system for New Zealand

GEODERMA

IF6.6

2012-01-01

PREAI

Lilburne, L. R.; Hewitt, A. E.; Webb, T. W.

Computer-based evaluation of methods to sample nitrate leached from grazed pasture

SOIL USE AND MANAGEMENT

IF3.7

2011-11-28

PREAI

Lilburne, L.; Carrick, S.; Webb, T.; Moir, J.

Modelling uncertainty of a land management map derived from a time series of satellite images

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2010-02-23

PREAI

Lilburne, L. R.; North, H. C.

研究方向