title: The alienation of the Opuatia block: A GIS case study report written for Counting our Tūpuna

authors: Whitehead, Jesse

abstract: This report provides an analysis and visualisation of the fragmentation and alienation of the Opuatia block (Opuatia hereafter), as well as changes in its ownership and geographic structure since 1866.
The three main aims are to quantify the amount of Opuatia remaining in Ngāti Tiipa ownership at the end of each decade, identifying critical moments in time, and highlighting the processes through which Opuatia was alienated and fragmented. These questions are addressed through a bespoke method that was developed to link data from several sources. These include (but are not limited to) historic records of land alienation, held by the Māori Land Court, and geospatial information available through Land Information New Zealand.
The key findings show that approximately 94% of the original Opuatia has been alienated, with only small parcles of land remaining in Ngāti Tiipa ownership. The late 1890s and early 1900s were a criticial period where over 80% of alienations were carried out. The results inidcate that the Crown was a key driver of this process, directly alienating more than 18,000 acres from Opuatia, much of which was taken on a single day in 1896. Individual settlers were responsible for most other alienations, and some of the same names appear several times in the historical record as settler families alienated clusters of land to build up significant stakes in the area. Finally, another result of this report is the method itself, which outlines an approach for tracing a defined block of land through the Native Land Court and linking this information to geospatial datasets.
The limitations of this report include the poor interoperability of key data sources, and the barriers that this presents to other hapū or organisations who may want to replicate this work. A more detailed investigation of archival records is required to examine the specific reasons behind why each parent block, and the subdivisions with them, was alienated from Ngāti Tiipa ownership.

text: The alienation of the Opuatia block: A GIS case study report written for Counting our Tūpuna This report provides an analysis and visualisation of the fragmentation and alienation of the Opuatia block (Opuatia hereafter), as well as changes in its ownership and geographic structure since 1866.
The three main aims are to quantify the amount of Opuatia remaining in Ngāti Tiipa ownership at the end of each decade, identifying critical moments in time, and highlighting the processes through which Opuatia was alienated and fragmented. These questions are addressed through a bespoke method that was developed to link data from several sources. These include (but are not limited to) historic records of land alienation, held by the Māori Land Court, and geospatial information available through Land Information New Zealand.
The key findings show that approximately 94% of the original Opuatia has been alienated, with only small parcles of land remaining in Ngāti Tiipa ownership. The late 1890s and early 1900s were a criticial period where over 80% of alienations were carried out. The results inidcate that the Crown was a key driver of this process, directly alienating more than 18,000 acres from Opuatia, much of which was taken on a single day in 1896. Individual settlers were responsible for most other alienations, and some of the same names appear several times in the historical record as settler families alienated clusters of land to build up significant stakes in the area. Finally, another result of this report is the method itself, which outlines an approach for tracing a defined block of land through the Native Land Court and linking this information to geospatial datasets.
The limitations of this report include the poor interoperability of key data sources, and the barriers that this presents to other hapū or organisations who may want to replicate this work. A more detailed investigation of archival records is required to examine the specific reasons behind why each parent block, and the subdivisions with them, was alienated from Ngāti Tiipa ownership.

year: 2021

title: Maori perspectives of the environment: A review of resource use consent submissions made by iwi to Environment Waikato.

authors: Whangapirita, Laura

subjects: Maori

abstract: As part of our broader brief to gather, summarise, analyse and distribute information held by Environment Waikato on Maori and the environment, we reviewed and summarised iwi consent submissions made on various resource use consent applications. This report refers to values and beliefs sourced from iwi submissions held by Environment Waikato and are presented within a Maori values framework to highlight environmental perspectives of tangata whenua in the Waikato region.

text: Maori perspectives of the environment: A review of resource use consent submissions made by iwi to Environment Waikato. As part of our broader brief to gather, summarise, analyse and distribute information held by Environment Waikato on Maori and the environment, we reviewed and summarised iwi consent submissions made on various resource use consent applications. This report refers to values and beliefs sourced from iwi submissions held by Environment Waikato and are presented within a Maori values framework to highlight environmental perspectives of tangata whenua in the Waikato region.

year: 2003-11

title: Generating accurate rule sets without global optimization

authors: Frank, Eibe

subjects: computer science

abstract: The two dominant schemes for rule-learning, C4.5 and RIPPER, both operate in two stages. First they induce an initial rule set and then they refine it using a rather complex optimization stage that discards (C4.5) or adjusts (RIPPER) individual rules to make them work better together. In contrast, this paper shows how good rule sets can be learned one rule at a time, without any need for global optimization. We present an algorithm for inferring rules by repeatedly generating partial decision trees, thus combining the two major paradigms for rule generation-creating rules from decision trees and the separate-and-conquer rule-learning technique. The algorithm is straightforward and elegant: despite this, experiments on standard datasets show that it produces rule sets that are as accurate as and of similar size to those generated by C4.5, and more accurate than RIPPER’s. Moreover, it operates efficiently, and because it avoids postprocessing, does not suffer the extremely slow performance on pathological example sets for which the C4.5 method has been criticized.

text: Generating accurate rule sets without global optimization The two dominant schemes for rule-learning, C4.5 and RIPPER, both operate in two stages. First they induce an initial rule set and then they refine it using a rather complex optimization stage that discards (C4.5) or adjusts (RIPPER) individual rules to make them work better together. In contrast, this paper shows how good rule sets can be learned one rule at a time, without any need for global optimization. We present an algorithm for inferring rules by repeatedly generating partial decision trees, thus combining the two major paradigms for rule generation-creating rules from decision trees and the separate-and-conquer rule-learning technique. The algorithm is straightforward and elegant: despite this, experiments on standard datasets show that it produces rule sets that are as accurate as and of similar size to those generated by C4.5, and more accurate than RIPPER’s. Moreover, it operates efficiently, and because it avoids postprocessing, does not suffer the extremely slow performance on pathological example sets for which the C4.5 method has been criticized.

year: 1998-01