diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index f1dbd99..1e5ab81 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -12,7 +12,7 @@ env:
   IMAGE_NAME: ${{github.repository}}
 jobs:
   deploy:
-    uses: EPFL-ENAC/epfl-enac-build-push-deploy-action/.github/workflows/deploy.yml@main
+    uses: EPFL-ENAC/epfl-enac-build-push-deploy-action/.github/workflows/deploy.yml@v2.2.0
     secrets:
       token: ${{ secrets.CD_TOKEN }}
     with:
diff --git a/admin/src/components/BuildingDialog.vue b/admin/src/components/BuildingDialog.vue
index b25b09d..52bdc73 100644
--- a/admin/src/components/BuildingDialog.vue
+++ b/admin/src/components/BuildingDialog.vue
@@ -121,7 +121,7 @@
             <div class="text-bold q-mb-sm">{{ $t('building_elements') }}</div>
             <q-card flat bordered class="bg-grey-2">
               <q-card-section class="q-pa-none">
-                <div v-if="buildingElements?.length === 0" class="text-help q-pa-md">
+                <div v-if="buildingElements?.length === 0" class="text-help q-pt-sm q-pr-md q-pl-md">
                   {{ $t('no_building_elements') }}
                 </div>
                 <q-list separator>
@@ -333,7 +333,22 @@ async function onSave() {
   delete selected.value.professionals;
   selected.value.professional_ids = professionals.value;
   delete selected.value.building_elements;
-  selected.value.building_elements = buildingElements.value;
+  if (buildingElements.value) {
+    selected.value.building_elements = buildingElements.value.map((be) => {
+      return {
+        ...be,
+        materials:
+          be.materials
+            ?.filter((m) => m.building_material_id !== undefined && (m.distance || m.weight))
+            .map((m) => {
+              return {
+                ...m,
+                building_element_id: be.id,
+              };
+            }) || [],
+      };
+    });
+  }
   if (selected.value.id) {
     service
       .update(selected.value.id, selected.value)
@@ -379,6 +394,7 @@ function onAddBuildingElement() {
     building_id: selected.value.id,
     technical_construction_id: undefined,
     professional_ids: [],
+    materials: [],
   });
 }
 
diff --git a/admin/src/components/BuildingElementForm.vue b/admin/src/components/BuildingElementForm.vue
index c15936d..6665699 100644
--- a/admin/src/components/BuildingElementForm.vue
+++ b/admin/src/components/BuildingElementForm.vue
@@ -11,6 +11,7 @@
           clearable
           :label="$t('technical_construction')"
           :hint="$t('building_element_technical_construction_used_hint')"
+          @update:model-value="onTechnicalConstructionChange"
         />
       </div>
       <div class="col">
@@ -27,6 +28,42 @@
         />
       </div>
     </div>
+    <div v-if="entity.technical_construction_id">
+      <div class="text-bold q-mt-md q-mb-xs">{{ $t('building_element_materials') }}</div>
+      <div class="text-hint q-mb-sm">{{ $t('building_element_materials_hint') }}</div>
+      <q-card flat bordered class="bg-white">
+        <q-card-section class="q-pa-none">
+          <div v-if="entity.materials?.length === 0" class="text-help q-pt-sm q-pr-md q-pl-md">
+            {{ $t('no_building_element_materials') }}
+          </div>
+          <q-list separator>
+            <q-item v-for="(mat, index) in entity.materials" :key="index">
+              <q-item-section>
+                <building-element-material-form
+                  v-if="entity.materials"
+                  v-model="entity.materials[index]"
+                  :technical-contruction-id="entity.technical_construction_id"
+                />
+              </q-item-section>
+              <q-item-section side>
+                <q-btn
+                  rounded
+                  dense
+                  flat
+                  color="grey-6"
+                  :title="$t('delete')"
+                  icon="delete"
+                  @click="onRemoveBuildingElementMaterial(index)"
+                />
+              </q-item-section>
+            </q-item>
+          </q-list>
+        </q-card-section>
+        <q-card-actions class="q-pa-md">
+          <q-btn color="secondary" icon="add" size="sm" @click="onAddBuildingElementMaterial" />
+        </q-card-actions>
+      </q-card>
+    </div>
   </div>
 </template>
 
@@ -38,6 +75,7 @@ export default defineComponent({
 <script setup lang="ts">
 import { BuildingElement } from 'src/models';
 import { Option } from './models';
+import BuildingElementMaterialForm from './BuildingElementMaterialForm.vue';
 
 interface Props {
   modelValue: BuildingElement;
@@ -53,6 +91,24 @@ watch(
   () => props.modelValue,
   (value) => {
     entity.value = value;
+    if (!entity.value.materials) {
+      entity.value.materials = [];
+    }
   },
 );
+
+function onRemoveBuildingElementMaterial(index: number) {
+  entity.value.materials?.splice(index, 1);
+}
+
+function onAddBuildingElementMaterial() {
+  if (!entity.value.materials) {
+    entity.value.materials = [];
+  }
+  entity.value.materials.push({});
+}
+
+function onTechnicalConstructionChange() {
+  entity.value.materials = [];
+}
 </script>
diff --git a/admin/src/components/BuildingElementMaterialForm.vue b/admin/src/components/BuildingElementMaterialForm.vue
new file mode 100644
index 0000000..f80c02a
--- /dev/null
+++ b/admin/src/components/BuildingElementMaterialForm.vue
@@ -0,0 +1,99 @@
+<template>
+  <div>
+    <q-select
+      filled
+      v-model="entity.building_material_id"
+      :options="buildingMaterialsOptions"
+      map-options
+      emit-value
+      clearable
+      :label="$t('building_material')"
+      :hint="$t('building_element_building_material_used_hint')"
+      class="q-mb-md"
+      @update:model-value="onBuildingMaterialChange"
+    />
+    <div class="row q-col-gutter-lg">
+      <div class="col">
+        <q-input
+          v-model.number="entity.distance"
+          type="number"
+          filled
+          min="0"
+          :disable="!entity.building_material_id"
+          :label="$t('distance')"
+          :hint="$t('building_element_building_material_distance_hint')"
+        />
+      </div>
+      <div class="col">
+        <q-input
+          v-model.number="entity.weight"
+          type="number"
+          filled
+          min="0"
+          :disable="!entity.building_material_id"
+          :label="$t('weight')"
+          :hint="$t('building_element_building_material_weight_hint')"
+        />
+      </div>
+    </div>
+  </div>
+</template>
+
+<script lang="ts">
+export default defineComponent({
+  name: 'BuildingElementMaterialForm',
+});
+</script>
+<script setup lang="ts">
+import { BuildingElementMaterial, TechnicalConstruction } from 'src/models';
+import { OptionNumber } from './models';
+
+const services = useServices();
+const tcService = services.make('technical-construction');
+
+interface Props {
+  modelValue: BuildingElementMaterial;
+  technicalContructionId: number;
+}
+
+const props = defineProps<Props>();
+
+const entity = ref(props.modelValue);
+const buildingMaterialsOptions = ref<OptionNumber[]>([]);
+
+onMounted(() => {
+  initBuildingMaterialsOptions();
+});
+
+watch([() => props.modelValue, () => props.technicalContructionId], () => {
+  entity.value = props.modelValue;
+  initBuildingMaterialsOptions();
+});
+
+function initBuildingMaterialsOptions() {
+  buildingMaterialsOptions.value = [];
+  if (!props.technicalContructionId) {
+    return;
+  }
+  tcService.get(props.technicalContructionId).then((response: TechnicalConstruction) => {
+    buildingMaterialsOptions.value =
+      response.building_materials?.map(
+        (bm) =>
+          ({
+            label: bm.name,
+            value: bm.id,
+          }) as OptionNumber,
+      ) || [];
+    if (!entity.value.building_material_id) {
+      entity.value.building_material_id = buildingMaterialsOptions.value[0]?.value;
+    }
+  });
+}
+
+function onBuildingMaterialChange() {
+  if (entity.value.building_material_id === undefined) {
+    entity.value.distance = undefined;
+    entity.value.weight = undefined;
+  }
+}
+</script>
diff --git a/admin/src/components/models.ts b/admin/src/components/models.ts
index 05427d1..fb81873 100644
--- a/admin/src/components/models.ts
+++ b/admin/src/components/models.ts
@@ -23,6 +23,10 @@ export interface Option {
   level?: number;
   selectable?: boolean;
 }
+export interface OptionNumber {
+  value: number;
+  label: string;
+}
 
 export interface Suggestions {
   key: string;
diff --git a/admin/src/i18n/en/index.js b/admin/src/i18n/en/index.js
index 09285c8..5e0095f 100644
--- a/admin/src/i18n/en/index.js
+++ b/admin/src/i18n/en/index.js
@@ -45,10 +45,16 @@ export default {
   article_top_pro_hint: 'Bio/history.',
   article_top_tc_hint: 'Background and manufacturing.',
   article_top: 'Article (top)',
+  building_element_materials: 'Materials used',
+  building_element_materials_hint: 'Provide some details about the materials used in this building element.',
+  building_element_building_material_distance_hint: 'Distance to fetch the building materials in kilometers.',
+  building_element_building_material_used_hint: 'Building material used in the selected technical construction.',
+  building_element_building_material_weight_hint: 'Weight of the building material in kilograms.',
   building_building_material_used_hint: 'Building material used.',
   building_element_professionals_hint: 'Professionals involved.',
   building_element_technical_construction_used_hint: 'Technical construction used.',
   building_elements: 'Building elements',
+  building_material: 'Building material',
   building_material_constituants_hint: 'Building material are made of natural resources.',
   building_material_constituants: 'Building material constituants',
   building_materials: 'Building materials',
@@ -75,6 +81,7 @@ export default {
   diffusivity_hint: 'D, *10^-6*m2/s',
   diffusivity: 'Diffusivity',
   dimension: 'Dimension',
+  distance: 'Distance',
   drop_index: 'Drop index',
   edit: 'Edit',
   effusivity_hint: 'E, W*sqrt(h)/(m2*K)',
@@ -117,6 +124,7 @@ export default {
   natural_resource_constituants: 'Natural resources constituants',
   natural_resources: 'Natural resources',
   no_building_elements: 'No building elements',
+  no_building_element_materials: 'No materials information',
   no_results: 'No results',
   other: 'Other',
   other_addresses: 'Other addresses',
@@ -176,6 +184,7 @@ export default {
   vapor_diffusion_resistance_hint: 'µ',
   vapor_diffusion_resistance: 'Water vapor diffusion resistance',
   website: 'Website',
+  weight: 'Weight',
   write: 'Write',
   year_of_construction: 'Year of construction',
   youngs_modulus_hint: 'E, Mpa',
diff --git a/admin/src/i18n/fr/index.js b/admin/src/i18n/fr/index.js
index 0349a6e..8317dfd 100644
--- a/admin/src/i18n/fr/index.js
+++ b/admin/src/i18n/fr/index.js
@@ -34,10 +34,16 @@ export default {
   article_top_pro_hint: 'Bio/histoire.',
   article_top_tc_hint: 'Origine et fabrication.',
   article_top: 'Article (haut)',
+  building_element_materials: 'Matériaux utilisés',
+  building_element_materials_hint: 'Fournir des détails sur les matériaux utilisés dans cet élément de bâtiment.',
   building_building_material_used_hint: 'Matériaux de construction utilisés.',
   building_element_professionals_hint: 'Professionnels impliqués dans la construction.',
   building_element_technical_construction_used_hint: 'Constructions techniques utilisées.',
+  building_element_building_material_distance_hint: 'Distance pour obtenir les matériaux de construction en kilomètres.',
+  building_element_building_material_used_hint: 'Matériaux de construction utilisés dans la construction technique sélectionnée.',
+  building_element_building_material_weight_hint: 'Poids du matériau de construction en kilogrammes.',
   building_elements: 'Éléments de bâtiment',
+  building_material: 'Matériau de construction',
   building_material_constituants_hint: 'Les matériaux de construction sont fabriqués à partir de ressources naturelles.',
   building_material_constituants: 'Matériaux de construction constituants',
   building_materials: 'Matériaux de construction',
@@ -59,6 +65,7 @@ export default {
   description_tc_hint: 'Description générale, principales propriétés et utilisations.',
   description: 'Description',
   dimension: 'Dimension',
+  distance: 'Distance',
   drop_index: "Supprimer l'index",
   edit: 'Editer',
   email: 'Courriel',
@@ -94,6 +101,7 @@ export default {
   name: 'Nom',
   natural_resource_constituants: 'Ressources naturelles constituants',
   natural_resources: 'Ressources naturelles',
+  no_building_element_materials: "Pas d'information sur les matériaux",
   no_building_elements: 'Aucun élément de bâtiment',
   no_results: 'Aucun résultat',
   other: 'Autre',
@@ -136,6 +144,7 @@ export default {
   vapor_diffusion_resistance_hint: 'µ',
   vapor_diffusion_resistance: "Resistance à la diffusion de vapeur d'eau",
   website: 'Site web',
+  weight: 'Poids',
   write: 'Ecrire',
   year_of_construction: 'Année de construction',
   zone: 'Zone',
diff --git a/admin/src/models.ts b/admin/src/models.ts
index dc5bc6c..f11084f 100644
--- a/admin/src/models.ts
+++ b/admin/src/models.ts
@@ -141,11 +141,22 @@ export interface TechnicalConstruction extends PhysicalEntity {
   building_material_ids?: number[];
 }
 
+export interface BuildingElementMaterial {
+  id?: number;
+  distance?: number;
+  weight?: number;
+
+  // draft
+  building_element_id?: number;
+  building_material_id?: number;
+}
+
 export interface BuildingElement {
   id?: number;
   building?: Building;
   technical_construction?: TechnicalConstruction;
   professionals?: Professional[];
+  materials?: BuildingElementMaterial[];
 
   // draft
   building_id?: number;
diff --git a/admin/src/stores/services.ts b/admin/src/stores/services.ts
index 389c9bb..b3ca4f6 100644
--- a/admin/src/stores/services.ts
+++ b/admin/src/stores/services.ts
@@ -13,13 +13,7 @@ import { Query } from 'src/components/models';
 const authStore = useAuthStore();
 
 export class Service<
-  Type extends
-    | NaturalResource
-    | TechnicalConstruction
-    | BuildingMaterial
-    | Building
-    | Professional
-    | BuildingElement,
+  Type extends NaturalResource | TechnicalConstruction | BuildingMaterial | Building | Professional | BuildingElement,
 > {
   constructor(
     public entityType: Type,
@@ -39,14 +33,12 @@ export class Service<
   }
 
   async get(id: string): Promise<Type> {
-    return api.get(`/${this.entityName}/${id}`);
+    return api.get(`/${this.entityName}/${id}`).then((res) => res.data);
   }
 
   async find(query: Query | undefined) {
     const range = [query?.$skip || 0, query?.$limit || 10 - 1];
-    const sort = query?.$sort
-      ? [query?.$sort[0], query?.$sort[1] ? 'DESC' : 'ASC']
-      : ['id', 'ASC'];
+    const sort = query?.$sort ? [query?.$sort[0], query?.$sort[1] ? 'DESC' : 'ASC'] : ['id', 'ASC'];
     return api
       .get(`/${this.entityName}/`, {
         params: {
@@ -98,9 +90,7 @@ export class Service<
           type: this.entityName,
         },
       };
-      return api
-        .post('/search/_index', {}, config)
-        .then((res) => res.data[this.entityName]);
+      return api.post('/search/_index', {}, config).then((res) => res.data[this.entityName]);
     });
   }
 }
@@ -108,14 +98,7 @@ export class Service<
 export const useServices = defineStore('services', () => {
   function make(
     entityName: string,
-  ): Service<
-    | NaturalResource
-    | TechnicalConstruction
-    | BuildingMaterial
-    | Building
-    | Professional
-    | BuildingElement
-  > {
+  ): Service<NaturalResource | TechnicalConstruction | BuildingMaterial | Building | Professional | BuildingElement> {
     let entityType;
     switch (entityName) {
       case 'natural-resource':
diff --git a/admin/src/utils/geocoder.ts b/admin/src/utils/geocoder.ts
index a014586..c5fc71f 100644
--- a/admin/src/utils/geocoder.ts
+++ b/admin/src/utils/geocoder.ts
@@ -84,13 +84,14 @@ export const geocoderApi = {
 export function toAddress(feature: Feature) {
   let text = '';
   if (feature.properties?.address) {
+    const withHouseNumber = Object.keys(feature.properties.address).includes('house_number');
     ['amenity', 'office', 'road', 'house_number', 'postcode', 'village', 'town', 'city', 'country_code'].forEach(
       (key) => {
         if (feature.properties?.address[key]) {
           const val = feature.properties.address[key];
           text +=
             (['country_code'].includes(key) ? val.toUpperCase() : val) +
-            (['amenity', 'office'].includes(key) ? ', ' : ' ');
+            (['amenity', 'office', withHouseNumber ? 'house_number' : 'road'].includes(key) ? ', ' : ' ');
         }
       },
     );
diff --git a/backend/api/main.py b/backend/api/main.py
index e690f2a..6bfabad 100644
--- a/backend/api/main.py
+++ b/backend/api/main.py
@@ -14,6 +14,7 @@
 from api.views.building_elements import router as building_elements_router
 from api.views.taxonomy import router as taxonomy_router
 from api.views.search import router as search_router
+from titiler.core.factory import TilerFactory
 
 basicConfig(level=DEBUG)
 
@@ -111,3 +112,7 @@ async def get_health(
     prefix="/search",
     tags=["Search"],
 )
+
+# Create TilerFactory instance for COGs
+cog = TilerFactory()
+app.include_router(cog.router, prefix="/cog", tags=["Maps"])
diff --git a/backend/api/models/domain.py b/backend/api/models/domain.py
index 82a5e7f..347a80a 100644
--- a/backend/api/models/domain.py
+++ b/backend/api/models/domain.py
@@ -240,8 +240,29 @@ class BuildingElement(BuildingElementBase, table=True):
         back_populates="building_elements")
     professionals: List["Professional"] = Relationship(
         back_populates="building_elements", link_model=BuildingElementProfessional)
+    materials: List["BuildingElementMaterial"] = Relationship(
+        back_populates="building_element", cascade_delete=True)
 
 
+class BuildingElementMaterialBase(SQLModel):
+    distance: Optional[float] = Field(default=None)
+    weight: Optional[float] = Field(default=None)
+    building_element_id: Optional[int] = Field(
+        default=None, foreign_key="buildingelement.id", ondelete="CASCADE")
+    building_material_id: Optional[int] = Field(
+        default=None, foreign_key="buildingmaterial.id", ondelete="CASCADE")
+
+
+class BuildingElementMaterial(BuildingElementMaterialBase, table=True):
+    id: Optional[int] = Field(
+        default=None,
+        nullable=False,
+        primary_key=True,
+        index=True,
+    )
+    building_element: Optional["BuildingElement"] = Relationship(
+        back_populates="materials")
+
 # Buildings
 
 
diff --git a/backend/api/models/query.py b/backend/api/models/query.py
index f658184..4e44e16 100644
--- a/backend/api/models/query.py
+++ b/backend/api/models/query.py
@@ -1,6 +1,6 @@
 from typing import List, Optional, Dict
 from sqlmodel import Field
-from api.models.domain import NaturalResource, NaturalResourceBase, BuildingMaterial, BuildingMaterialBase, TechnicalConstruction, TechnicalConstructionBase, BuildingBase, Professional, ProfessionalBase, BuildingElement, BuildingElementBase
+from api.models.domain import NaturalResource, NaturalResourceBase, BuildingMaterial, BuildingMaterialBase, TechnicalConstruction, TechnicalConstructionBase, BuildingBase, Professional, ProfessionalBase, BuildingElement, BuildingElementBase, BuildingElementMaterial, BuildingElementMaterialBase
 from enacit4r_sql.models.query import ListResult
 
 # Natural resources
@@ -53,11 +53,28 @@ class TechnicalConstructionResult(ListResult):
 # Building elements
 
 
+class BuildingElementMaterialDraft(BuildingElementMaterialBase):
+    id: Optional[int] = Field(default=None)
+    building_element_id: Optional[int] = Field(default=None)
+    building_material_id: Optional[int] = Field(default=None)
+
+
+class BuildingElementMaterialRead(BuildingElementMaterialBase):
+    id: Optional[int] = Field(default=None)
+    building_element: BuildingElementBase = None
+    building_material: BuildingMaterial = None
+
+
+class BuildingElementMaterialResult(ListResult):
+    data: List[BuildingElementMaterialRead] = []
+
+
 class BuildingElementDraft(BuildingElementBase):
     id: Optional[int] = Field(default=None)
     building_id: Optional[int] = Field(default=None)
     technical_construction_id: Optional[int] = Field(default=None)
     professional_ids: List[int] = None
+    materials: List[BuildingElementMaterialDraft] = None
 
 
 class BuildingElementRead(BuildingElementBase):
@@ -65,11 +82,13 @@ class BuildingElementRead(BuildingElementBase):
     technical_construction: TechnicalConstruction = None
     building: BuildingBase = None
     professionals: List[Professional] = None
+    materials: List[BuildingElementMaterial] = None
 
 
 class BuildingElementResult(ListResult):
     data: List[BuildingElementRead] = []
 
+
 # Buildings
 
 
diff --git a/backend/api/services/building_element_materials.py b/backend/api/services/building_element_materials.py
new file mode 100644
index 0000000..6afbd08
--- /dev/null
+++ b/backend/api/services/building_element_materials.py
@@ -0,0 +1,114 @@
+from logging import debug
+from api.db import AsyncSession
+from sqlalchemy.sql import text
+from sqlalchemy.orm import selectinload
+from sqlmodel import select
+from fastapi import HTTPException
+from api.models.domain import BuildingElementMaterial, BuildingElementMaterial, BuildingElement, BuildingMaterial
+from api.models.query import BuildingElementMaterialResult, BuildingElementMaterialDraft
+from enacit4r_sql.utils.query import QueryBuilder
+
+
+class BuildingElementMaterialQueryBuilder(QueryBuilder):
+
+    def build_count_query_with_joins(self, filter):
+        query = self.build_count_query()
+        query = self._apply_joins(query, filter)
+        return query
+
+    def build_query_with_joins(self, total_count, filter, fields=None):
+        start, end, query = self.build_query(total_count, fields)
+        query = self._apply_joins(query, filter)
+        return start, end, query
+
+    def _apply_joins(self, query, filter):
+        query = query.distinct()
+        return query
+
+
+class BuildingElementMaterialService:
+
+    def __init__(self, session: AsyncSession):
+        self.session = session
+        self.folder = "building-element-materials"
+
+    async def count(self) -> int:
+        """Count all building element materials"""
+        count = (await self.session.exec(text("select count(id) from BuildingElementMaterial"))).scalar()
+        return count
+
+    async def get(self, id: int) -> BuildingElementMaterial:
+        """Get a building element material by id"""
+        res = await self.session.exec(
+            select(BuildingElementMaterial).where(
+                BuildingElementMaterial.id == id))
+        entity = res.one_or_none()
+        if not entity:
+            raise HTTPException(
+                status_code=404, detail="Building element material not found")
+        return entity
+
+    async def delete(self, id: int) -> BuildingElementMaterial:
+        """Delete a building element material by id"""
+        res = await self.session.exec(
+            select(BuildingElementMaterial)
+            .where(BuildingElementMaterial.id == id))
+        entity = res.one_or_none()
+        if not entity:
+            raise HTTPException(
+                status_code=404, detail="Building element material not found")
+        await self.session.delete(entity)
+        await self.session.commit()
+        return entity
+
+    async def find(self, filter: dict, fields: list, sort: list, range: list) -> BuildingElementMaterialResult:
+        """Get all building element materials matching filter and range"""
+        builder = BuildingElementMaterialQueryBuilder(BuildingElementMaterial, filter, sort, range, {
+            "$building_element": BuildingElement,
+            "$building_material": BuildingMaterial,
+        })
+
+        # Do a query to satisfy total count
+        count_query = builder.build_count_query_with_joins(filter)
+        total_count_query = await self.session.exec(count_query)
+        total_count = total_count_query.one()
+
+        # Main query
+        start, end, query = builder.build_query_with_joins(
+            total_count, filter, fields)
+
+        # Execute query
+        results = await self.session.exec(query)
+        entities = results.all()
+
+        return BuildingElementMaterialResult(
+            total=total_count,
+            skip=start,
+            limit=end - start + 1,
+            data=entities
+        )
+
+    async def create(self, payload: BuildingElementMaterialDraft) -> BuildingElementMaterial:
+        """Create a new building element material"""
+        entity = BuildingElementMaterial(**payload.model_dump())
+        # handle relationships
+        self.session.add(entity)
+        await self.session.commit()
+        return entity
+
+    async def update(self, id: int, payload: BuildingElementMaterialDraft) -> BuildingElementMaterial:
+        """Update a building element material"""
+        res = await self.session.exec(
+            select(BuildingElementMaterial)
+            .where(BuildingElementMaterial.id == id))
+        entity = res.one_or_none()
+        if not entity:
+            raise HTTPException(
+                status_code=404, detail="Building element material not found")
+        for key, value in payload.model_dump().items():
+            debug(f"{key}: {value}")
+            if key not in ["id", "building_element_id", "building_material_id"]:
+                setattr(entity, key, value)
+        # handle relationships
+        await self.session.commit()
+        return entity
diff --git a/backend/api/services/building_elements.py b/backend/api/services/building_elements.py
index 14c111c..a5939a3 100644
--- a/backend/api/services/building_elements.py
+++ b/backend/api/services/building_elements.py
@@ -4,8 +4,9 @@
 from sqlalchemy.orm import selectinload
 from sqlmodel import select
 from fastapi import HTTPException
-from api.models.domain import BuildingElement, BuildingElement, TechnicalConstruction, Building, Professional
-from api.models.query import BuildingElementResult, BuildingElementDraft
+from api.models.domain import BuildingElement, BuildingElement, TechnicalConstruction, Building, Professional, BuildingElementMaterial
+from api.models.query import BuildingElementResult, BuildingElementDraft, BuildingElementMaterialDraft
+from api.services.building_element_materials import BuildingElementMaterialService
 from enacit4r_sql.utils.query import QueryBuilder
 
 
@@ -22,7 +23,8 @@ def build_query_with_joins(self, total_count, filter, fields=None):
         if fields is None or len(fields) == 0:
             query = query.options(selectinload(BuildingElement.technical_construction),
                                   selectinload(BuildingElement.building),
-                                  selectinload(BuildingElement.professionals))
+                                  selectinload(BuildingElement.professionals),
+                                  selectinload(BuildingElement.materials))
         return start, end, query
 
     def _apply_joins(self, query, filter):
@@ -63,6 +65,7 @@ async def delete(self, id: int) -> BuildingElement:
             raise HTTPException(
                 status_code=404, detail="Building element not found")
         entity.professionals.clear()
+        entity.materials.clear()
         await self.session.delete(entity)
         await self.session.commit()
         return entity
@@ -96,6 +99,8 @@ async def find(self, filter: dict, fields: list, sort: list, range: list) -> Bui
 
     async def create(self, payload: BuildingElementDraft) -> BuildingElement:
         """Create a new building element"""
+        materials = [*payload.materials]
+        payload.materials.clear()
         entity = BuildingElement(**payload.model_dump())
         # handle relationships
         new_pros = await self._get_professionals(payload.professional_ids)
@@ -103,6 +108,8 @@ async def create(self, payload: BuildingElementDraft) -> BuildingElement:
         entity.professionals.extend(new_pros)
         self.session.add(entity)
         await self.session.commit()
+        # handle building elements
+        await self._apply_building_element_materials(entity.id, payload.materials)
         return entity
 
     async def update(self, id: int, payload: BuildingElementDraft) -> BuildingElement:
@@ -110,21 +117,41 @@ async def update(self, id: int, payload: BuildingElementDraft) -> BuildingElemen
         res = await self.session.exec(
             select(BuildingElement)
             .where(BuildingElement.id == id)
-            .options(selectinload(BuildingElement.professionals)))
+            .options(selectinload(BuildingElement.professionals), selectinload(BuildingElement.materials)))
         entity = res.one_or_none()
         if not entity:
             raise HTTPException(
                 status_code=404, detail="Building element not found")
         for key, value in payload.model_dump().items():
             debug(f"{key}: {value}")
-            if key not in ["id", "building_id", "technical_construction_id", "professional_ids"]:
+            if key not in ["id", "building_id", "technical_construction_id", "professional_ids", "materials"]:
                 setattr(entity, key, value)
         # handle relationships
         new_pros = await self._get_professionals(payload.professional_ids)
         entity.professionals.clear()
         entity.professionals.extend(new_pros)
         await self.session.commit()
+        # handle building element materials
+        await self._apply_building_element_materials(entity.id, payload.materials)
         return entity
 
     async def _get_professionals(self, ids: list[int]):
         return await self.session.exec(select(Professional).filter(Professional.id.in_(ids)))
+
+    async def _apply_building_element_materials(self, building_element_id: int, materials: list[BuildingElementMaterialDraft]):
+        bem_service = BuildingElementMaterialService(self.session)
+        # look up building elements for this building
+        res = await bem_service.find({"building_element_id": building_element_id}, [], [], [])
+        bems = res.data
+        updated_ids = [mat.id for mat in materials if mat.id is not None]
+        # delete building elements that are not in the new list
+        for bem in bems:
+            if bem.id not in updated_ids:
+                await bem_service.delete(bem.id)
+        # create/update building elements
+        for mat in materials:
+            mat.building_element_id = building_element_id
+            if mat.id is None:
+                await bem_service.create(mat)
+            else:
+                await bem_service.update(mat.id, mat)
diff --git a/backend/api/services/buildings.py b/backend/api/services/buildings.py
index 5243986..c8f0886 100644
--- a/backend/api/services/buildings.py
+++ b/backend/api/services/buildings.py
@@ -4,7 +4,7 @@
 from sqlalchemy.orm import selectinload
 from sqlmodel import select
 from fastapi import HTTPException
-from api.models.domain import FileItem, Building, BuildingMaterial, BuildingElement, Professional, BuildingBuildingMaterial, ProfessionalBuilding
+from api.models.domain import FileItem, Building, BuildingMaterial, BuildingElement, BuildingElementProfessional, BuildingElementMaterial, Professional, BuildingBuildingMaterial, ProfessionalBuilding
 from api.models.query import BuildingDraft, BuildingResult, BuildingElementDraft
 from api.services.building_elements import BuildingElementService
 from enacit4r_sql.utils.query import QueryBuilder
@@ -236,15 +236,33 @@ def _makeTags(self, entity: Building) -> list[str]:
         return tags
 
     async def _makeRelations(self, entity: Building) -> list[str]:
+        # building materials
         relations = (await self.session.exec(select(BuildingBuildingMaterial).where(BuildingBuildingMaterial.building_id == entity.id))).all()
         relates_to = [
             f"building-material:{rel.building_material_id}" for rel in relations]
+        # professionals
         relations = (await self.session.exec(select(ProfessionalBuilding).where(ProfessionalBuilding.building_id == entity.id))).all()
         relates_to.extend(
             [f"professional:{rel.professional_id}" for rel in relations])
+        # building elements
         relations = (await self.session.exec(select(BuildingElement).where(BuildingElement.building_id == entity.id))).all()
         relates_to.extend(
             [f"technical-construction:{rel.technical_construction_id}" for rel in relations])
+        be_ids = [rel.id for rel in relations]
+        # building elelement professionals
+        for be_id in be_ids:
+            relations = (await self.session.exec(select(BuildingElementProfessional).where(BuildingElementProfessional.building_element_id == be_id))).all()
+            for rel in relations:
+                pid = f"professional:{rel.professional_id}"
+                if pid not in relates_to:
+                    relates_to.append(pid)
+        for be_id in be_ids:
+            relations = (await self.session.exec(select(BuildingElementMaterial).where(BuildingElementMaterial.building_element_id == be_id))).all()
+            for rel in relations:
+                bmid = f"building-material:{rel.building_material_id}"
+                if bmid not in relates_to:
+                    relates_to.append(bmid)
+
         return relates_to
 
     async def _get_building_materials(self, ids: list[int]):
diff --git a/backend/api/services/search.py b/backend/api/services/search.py
index 32bece4..f06450b 100644
--- a/backend/api/services/search.py
+++ b/backend/api/services/search.py
@@ -108,6 +108,8 @@ def updateEntity(self, entity_type: str, entity, tags: list[str], relates_to: li
         doc["entity_type"] = entity_type
         doc["tags"] = tags
         doc["relates_to"] = relates_to
+        if "long" in doc and "lat" in doc:
+            doc["location"] = {"lat": doc["lat"], "lon": doc["long"]}
         self._updateDocument(doc_id, doc)
 
     def deleteEntity(self, entity_type: str, entity_id: int):
diff --git a/backend/api/services/technical_constructions.py b/backend/api/services/technical_constructions.py
index 0d9ef47..d59ac71 100644
--- a/backend/api/services/technical_constructions.py
+++ b/backend/api/services/technical_constructions.py
@@ -68,8 +68,9 @@ async def count(self) -> int:
     async def get(self, id: int) -> TechnicalConstruction:
         """Get a technical construction by id"""
         res = await self.session.exec(
-            select(TechnicalConstruction).where(
-                TechnicalConstruction.id == id))
+            select(TechnicalConstruction)
+            .where(TechnicalConstruction.id == id)
+            .options(selectinload(TechnicalConstruction.building_materials)))
         entity = res.one_or_none()
         if not entity:
             raise HTTPException(
diff --git a/backend/api/views/search.py b/backend/api/views/search.py
index 7238141..a4deb85 100644
--- a/backend/api/views/search.py
+++ b/backend/api/views/search.py
@@ -125,6 +125,8 @@ async def find_entities(
     fields: List[str] = Query(
         ["entity_type", "tags", "id", "name", "description", "files", "location", "relates_to"]),
     exists: List[str] = Query([]),  # filter documents with a non-empty field
+    # filter documents within the bounding box: top, left, bottom, right
+    bbox: List[float] = Query(None),
     # filter documents related to the given ids
     relates: List[str] = Query(None),
     skip: int = Query(0),
@@ -138,6 +140,7 @@ async def find_entities(
         mustQueries.append(make_text_criteria(text, ENTITY_ANALYZED_FIELDS))
     mustQueries.extend(make_tags_criteria(tags))
     mustQueries.extend(make_exists_criteria(exists))
+    mustQueries.extend(make_bbox_criteria(bbox))
     if relates:
         mustQueries.append({"terms": {"relates_to": relates}})
 
@@ -186,3 +189,11 @@ def make_exists_criteria(exists: List[str]):
         for field in exists:
             mustQueries.append({"exists": {"field": field}})
     return mustQueries
+
+
+def make_bbox_criteria(bbox: List[float]):
+    mustQueries = []
+    if bbox and len(bbox) == 4:
+        mustQueries.append(
+            {"geo_shape": {"location": {"shape": {"type": "envelope", "coordinates": [[bbox[0], bbox[1]], [bbox[2], bbox[3]]]}}}})
+    return mustQueries
diff --git a/backend/api/views/technical_constructions.py b/backend/api/views/technical_constructions.py
index b2c626f..843fa6f 100644
--- a/backend/api/views/technical_constructions.py
+++ b/backend/api/views/technical_constructions.py
@@ -2,7 +2,7 @@
 from api.db import get_session, AsyncSession
 from api.auth import kc_service, User
 from api.models.domain import TechnicalConstruction
-from api.models.query import TechnicalConstructionResult, TechnicalConstructionDraft
+from api.models.query import TechnicalConstructionResult, TechnicalConstructionDraft, TechnicalConstructionRead
 from api.services.technical_constructions import TechnicalConstructionService
 from enacit4r_sql.utils.query import validate_params, ValidationError
 
@@ -25,7 +25,7 @@ async def find(
         raise HTTPException(status_code=400, detail=f"{e}")
 
 
-@router.get("/{id}", response_model=TechnicalConstruction, response_model_exclude_none=True)
+@router.get("/{id}", response_model=TechnicalConstructionRead, response_model_exclude_none=True)
 async def get(id: int, session: AsyncSession = Depends(get_session)) -> TechnicalConstruction:
     """Get a technical construction by id"""
     return await TechnicalConstructionService(session).get(id)
diff --git a/backend/migrations/versions/2025_01_23_1516-f179385828f6_be_materials.py b/backend/migrations/versions/2025_01_23_1516-f179385828f6_be_materials.py
new file mode 100644
index 0000000..b30c84c
--- /dev/null
+++ b/backend/migrations/versions/2025_01_23_1516-f179385828f6_be_materials.py
@@ -0,0 +1,41 @@
+"""be_materials
+
+Revision ID: f179385828f6
+Revises: d5618e31618b
+Create Date: 2025-01-23 15:16:24.931238
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision: str = 'f179385828f6'
+down_revision: Union[str, None] = 'd5618e31618b'
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('buildingelementmaterial',
+    sa.Column('distance', sa.Float(), nullable=True),
+    sa.Column('weight', sa.Float(), nullable=True),
+    sa.Column('building_element_id', sa.Integer(), nullable=True),
+    sa.Column('building_material_id', sa.Integer(), nullable=True),
+    sa.Column('id', sa.Integer(), nullable=False),
+    sa.ForeignKeyConstraint(['building_element_id'], ['buildingelement.id'], ondelete='CASCADE'),
+    sa.ForeignKeyConstraint(['building_material_id'], ['buildingmaterial.id'], ondelete='CASCADE'),
+    sa.PrimaryKeyConstraint('id')
+    )
+    op.create_index(op.f('ix_buildingelementmaterial_id'), 'buildingelementmaterial', ['id'], unique=False)
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_index(op.f('ix_buildingelementmaterial_id'), table_name='buildingelementmaterial')
+    op.drop_table('buildingelementmaterial')
+    # ### end Alembic commands ###
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 8980789..cee8263 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -1,5 +1,20 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
+[[package]]
+name = "affine"
+version = "2.4.0"
+description = "Matrices describing affine transformation of the plane"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "affine-2.4.0-py3-none-any.whl", hash = "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92"},
+    {file = "affine-2.4.0.tar.gz", hash = "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea"},
+]
+
+[package.extras]
+dev = ["coveralls", "flake8", "pydocstyle"]
+test = ["pytest (>=4.6)", "pytest-cov"]
+
 [[package]]
 name = "aiobotocore"
 version = "2.17.0"
@@ -341,6 +356,17 @@ urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >
 [package.extras]
 crt = ["awscrt (==0.22.0)"]
 
+[[package]]
+name = "cachetools"
+version = "5.5.1"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
+    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
+]
+
 [[package]]
 name = "certifi"
 version = "2024.12.14"
@@ -546,6 +572,87 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click-plugins"
+version = "1.1.1"
+description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
+optional = false
+python-versions = "*"
+files = [
+    {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
+    {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"},
+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
+
+[[package]]
+name = "cligj"
+version = "0.7.2"
+description = "Click params for commmand line interfaces to GeoJSON"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+files = [
+    {file = "cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"},
+    {file = "cligj-0.7.2.tar.gz", hash = "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27"},
+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+test = ["pytest-cov"]
+
+[[package]]
+name = "color-operations"
+version = "0.1.6"
+description = "Apply basic color-oriented image operations."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "color_operations-0.1.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7264b5f169592b281a0991a882dec386a5e6078b70b997dff2476d6e80f3e319"},
+    {file = "color_operations-0.1.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:afa2dad4200acaf117e6c845dff688d048bc309ec45f8053456d2a1d951eb765"},
+    {file = "color_operations-0.1.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a40662ec99a9448d236b501198086c86d767574be92541aac496975bde0bc374"},
+    {file = "color_operations-0.1.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84b78262df0897ceafc247fb5ab322f18bdc9d1c1094d02e697494c4a30bed69"},
+    {file = "color_operations-0.1.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d622bcce88698738ee5a9da5f47fb54193f8fd873f91f79b12b614d10982fd38"},
+    {file = "color_operations-0.1.6-cp310-cp310-win_amd64.whl", hash = "sha256:67dbd95c3d2d5be91c41bfde7a66a538a0c5d42a1a36e900c2718aca320e9912"},
+    {file = "color_operations-0.1.6-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:65662664bb1d39e4d48a16ccd010e4fd2281a5abb7102ebf1d65245319ee1268"},
+    {file = "color_operations-0.1.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6faaa11e03fa88cdf3564a6abaadd02068c7f88df968cefa3bd33d1a1e30d6c2"},
+    {file = "color_operations-0.1.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fbe49f8b91ed0c93dd1c5ec4baa144fcfe6a70ecaa81d9ca8c8ae2ad84dc560e"},
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+    {file = "simplejson-3.19.3-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:d0d5a63f1768fed7e78cf55712dee81f5a345e34d34224f3507ebf71df2b754d"},
+    {file = "simplejson-3.19.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:7e062767ac165df9a46963f5735aa4eee0089ec1e48b3f2ec46182754b96f55e"},
+    {file = "simplejson-3.19.3-cp38-cp38-win32.whl", hash = "sha256:56134bbafe458a7b21f6fddbf889d36bec6d903718f4430768e3af822f8e27c2"},
+    {file = "simplejson-3.19.3-cp38-cp38-win_amd64.whl", hash = "sha256:bcde83a553a96dc7533736c547bddaa35414a2566ab0ecf7d3964fc4bdb84c11"},
+    {file = "simplejson-3.19.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:b5587feda2b65a79da985ae6d116daf6428bf7489992badc29fc96d16cd27b05"},
+    {file = "simplejson-3.19.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e0d2b00ecbcd1a3c5ea1abc8bb99a26508f758c1759fd01c3be482a3655a176f"},
+    {file = "simplejson-3.19.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:32a3ada8f3ea41db35e6d37b86dade03760f804628ec22e4fe775b703d567426"},
+    {file = "simplejson-3.19.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f455672f4738b0f47183c5896e3606cd65c9ddee3805a4d18e8c96aa3f47c84"},
+    {file = "simplejson-3.19.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2b737a5fefedb8333fa50b8db3dcc9b1d18fd6c598f89fa7debff8b46bf4e511"},
+    {file = "simplejson-3.19.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb47ee773ce67476a960e2db4a0a906680c54f662521550828c0cc57d0099426"},
+    {file = "simplejson-3.19.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eed8cd98a7b24861da9d3d937f5fbfb6657350c547528a117297fe49e3960667"},
+    {file = "simplejson-3.19.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:619756f1dd634b5bdf57d9a3914300526c3b348188a765e45b8b08eabef0c94e"},
+    {file = "simplejson-3.19.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:dd7230d061e755d60a4d5445bae854afe33444cdb182f3815cff26ac9fb29a15"},
+    {file = "simplejson-3.19.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:101a3c8392028cd704a93c7cba8926594e775ca3c91e0bee82144e34190903f1"},
+    {file = "simplejson-3.19.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1e557712fc79f251673aeb3fad3501d7d4da3a27eff0857af2e1d1afbbcf6685"},
+    {file = "simplejson-3.19.3-cp39-cp39-win32.whl", hash = "sha256:0bc5544e3128891bf613b9f71813ee2ec9c11574806f74dd8bb84e5e95bf64a2"},
+    {file = "simplejson-3.19.3-cp39-cp39-win_amd64.whl", hash = "sha256:06662392e4913dc8846d6a71a6d5de86db5fba244831abe1dd741d62a4136764"},
+    {file = "simplejson-3.19.3-py3-none-any.whl", hash = "sha256:49cc4c7b940d43bd12bf87ec63f28cbc4964fc4e12c031cc8cd01650f43eb94e"},
+    {file = "simplejson-3.19.3.tar.gz", hash = "sha256:8e086896c36210ab6050f2f9f095a5f1e03c83fa0e7f296d6cba425411364680"},
+]
+
 [[package]]
 name = "six"
 version = "1.17.0"
@@ -2128,6 +2677,32 @@ anyio = ">=3.4.0,<5"
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
 
+[[package]]
+name = "titiler-core"
+version = "0.21.1"
+description = "A modern dynamic tile server built on top of FastAPI and Rasterio/GDAL."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "titiler_core-0.21.1-py3-none-any.whl", hash = "sha256:4453a3ca2b8db659a4e18a615c1f0eaedaf376b24f5c46d4d55e61e9de1b802f"},
+    {file = "titiler_core-0.21.1.tar.gz", hash = "sha256:713c7a638365529ee346f7ad2bb1532242cce6de158ad8aae5247463ec251b35"},
+]
+
+[package.dependencies]
+fastapi = ">=0.108.0"
+geojson-pydantic = ">=1.1.2,<2.0"
+jinja2 = ">=2.11.2,<4.0.0"
+morecantile = "*"
+numpy = "*"
+pydantic = ">=2.0,<3.0"
+rasterio = "*"
+rio-tiler = ">=7.0.1,<8.0"
+simplejson = "*"
+typing_extensions = ">=4.6.1"
+
+[package.extras]
+test = ["httpx", "pytest", "pytest-asyncio", "pytest-cov"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -2362,4 +2937,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "d7531e5eec47daf64a116c37233c464006886b92a3860673fcf7eff93a5c9e6f"
+content-hash = "6e294d6c24addbe6095184d70745745dfcbb1f1532059ef1e35c02fe1b5a3b06"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 6779cff..eb1a3ff 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -24,6 +24,7 @@ uvicorn = "^0.32.0"
 pyyaml = "^6.0.2"
 elasticsearch = {extras = ["async"], version = "^8.16.0"}
 markdown-it-py = "^3.0.0"
+titiler-core = "^0.21.1"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/frontend/src/components/DocumentPanel.vue b/frontend/src/components/DocumentPanel.vue
index 9834dd0..0fabff6 100644
--- a/frontend/src/components/DocumentPanel.vue
+++ b/frontend/src/components/DocumentPanel.vue
@@ -98,6 +98,27 @@
         <div class="col-12 col-md-1"></div>
       </div>
 
+      <div v-if="document.address" class="row q-col-gutter-md q-mt-md">
+        <div class="col-12 col-md-3"></div>
+        <div class="col-12 col-md-6">
+          <div class="text-primary text-uppercase q-mb-sm">
+            {{ $t('address') }}
+          </div>
+          <div class="row q-gutter-md">
+            <template v-for="addr in [document.address, ...(document.addresses || [])]" :key="addr">
+              <q-card flat class="q-mb-md" style="min-width: 200px">
+                <q-card-section>
+                  <template v-for="(tk, idx) in addr.split(',')" :key="idx">
+                    <div :class="idx === 0 ? 'text-primary' : ''">{{ tk }}</div>
+                  </template>
+                </q-card-section>
+              </q-card>
+            </template>
+          </div>
+        </div>
+        <div class="col-12 col-md-3"></div>
+      </div>
+
       <div v-if="relationSummaries.length" class="row q-col-gutter-md q-mt-md">
         <div class="col-12 col-md-3"></div>
         <div class="col-12 col-md-6">
@@ -167,7 +188,7 @@ function init() {
             return searchService.getDocument(rel, fields);
           }),
       ).then((docs) => {
-        relationSummaries.value.concat(docs);
+        relationSummaries.value = relationSummaries.value.concat(docs);
       });
     });
 }
diff --git a/frontend/src/components/MapResults.vue b/frontend/src/components/MapResults.vue
index ff9f073..05a492e 100644
--- a/frontend/src/components/MapResults.vue
+++ b/frontend/src/components/MapResults.vue
@@ -6,17 +6,19 @@
         :height="'600px'"
         class="q-pr-md"
         @map:click="onFeature"
+        @map:box="onBoundingBox"
       />
     </div>
     <div class="col-12 col-md-6">
-      <q-scroll-area style="height: 600px">
+      <div v-if="!searchService.searching && rows.length === 0">
+        {{ $t('no_results') }}
+      </div>
+      <q-scroll-area v-else style="height: 600px">
         <q-list separator>
           <template v-for="row in rows" :key="`${row.entity_type}:${row.id}`">
             <q-item clickable v-ripple @click="onDocument(row)">
               <q-item-section>
-                <q-item-label class="text-primary">{{
-                  $t(row.entity_type)
-                }}</q-item-label>
+                <q-item-label class="text-primary">{{ $t(row.entity_type) }}</q-item-label>
                 <q-item-label class="text-bold">{{ row.name }}</q-item-label>
                 <div>
                   <tags-badges :item="row" />
@@ -36,18 +38,12 @@
               </div> -->
               </q-item-section>
               <q-item-section v-if="getImageUrls(row).length" avatar>
-                <q-img
-                  :src="getImageUrls(row)[0]"
-                  style="max-height: 100px; width: 150px"
-                />
+                <q-img :src="getImageUrls(row)[0]" style="max-height: 100px; width: 150px" />
               </q-item-section>
             </q-item>
           </template>
         </q-list>
       </q-scroll-area>
-      <div v-if="!searchService.searching && rows.length === 0">
-        {{ $t('no_results') }}
-      </div>
     </div>
   </div>
 </template>
@@ -57,6 +53,7 @@ import MapView from 'src/components/MapView.vue';
 import TagsBadges from 'src/components/TagsBadges.vue';
 import { Document } from 'src/models';
 import { getImageUrls } from 'src/utils/files';
+import { Feature } from 'geojson';
 
 const router = useRouter();
 const searchService = useSearchService();
@@ -67,7 +64,12 @@ function onDocument(row: Document) {
   router.push({ name: 'doc', params: { id: `${row.entity_type}:${row.id}` } });
 }
 
-function onFeature(feature) {
+function onFeature(feature: Feature) {
   console.log(feature);
 }
+
+function onBoundingBox(bounds: [[number, number], [number, number]]) {
+  searchService.bbox = bounds;
+  searchService.search_entities();
+}
 </script>
diff --git a/frontend/src/components/MapView.vue b/frontend/src/components/MapView.vue
index 3b30b62..abdde02 100644
--- a/frontend/src/components/MapView.vue
+++ b/frontend/src/components/MapView.vue
@@ -1,5 +1,10 @@
 <template>
-  <div id="map-results" :style="`--t-width: ${width}; --t-height: ${height}`" class="mapview" />
+  <div>
+    <div id="map-results" :style="`--t-width: ${width}; --t-height: ${height}`" class="mapview" />
+    <div>
+      <q-toggle v-model="showStraw" :label="t('straw_map')" @update:model-value="onStrawMap" />
+    </div>
+  </div>
 </template>
 
 <script setup lang="ts">
@@ -46,10 +51,11 @@ const props = withDefaults(defineProps<Props>(), {
   height: '800px',
 });
 
-const emit = defineEmits(['map:loaded', 'map:click']);
+const emit = defineEmits(['map:loaded', 'map:click', 'map:box']);
 
 let map = shallowRef<Map>();
 const mapLoaded = ref(false);
+const showStraw = ref(false);
 
 // track which were the layers added, to be able to remove them
 const layerIds: string[] = [];
@@ -258,12 +264,25 @@ function displayFeatures() {
     map.value.on('mouseleave', 'entities-clusters', () => {
       if (map.value) map.value.getCanvas().style.cursor = '';
     });
+
+    map.value.on('moveend', () => {
+      if (map.value) {
+        const bounds = map.value.getBounds();
+        const nw = bounds.getNorthWest();
+        const se = bounds.getSouthEast();
+        emit('map:box', [nw.toArray(), se.toArray()], map.value);
+      }
+    });
   }
 }
 
 function onDocument(feature: Feature) {
   router.push({ name: 'doc', params: { id: `${feature.properties.entity_type}:${feature.properties.id}` } });
 }
+
+function onStrawMap() {
+  map.value?.setLayoutProperty('straw', 'visibility', showStraw.value ? 'visible' : 'none');
+}
 </script>
 
 <style scoped>
diff --git a/frontend/src/components/SearchPanel.vue b/frontend/src/components/SearchPanel.vue
index f028d33..f392e16 100644
--- a/frontend/src/components/SearchPanel.vue
+++ b/frontend/src/components/SearchPanel.vue
@@ -159,6 +159,7 @@ onMounted(() => {
         .filter((opt) => opt !== undefined);
     })
     .then(() => {
+      searchService.bbox = [];
       searchService.search_entities(100);
     });
 });
diff --git a/frontend/src/i18n/en/index.ts b/frontend/src/i18n/en/index.ts
index 58e3e05..7d1133f 100644
--- a/frontend/src/i18n/en/index.ts
+++ b/frontend/src/i18n/en/index.ts
@@ -61,6 +61,7 @@ export default {
   shrinkage_hint: 'mm/m',
   sound_reduction_index: 'Sound Reduction Index',
   sound_reduction_index_hint: 'Rw, dB',
+  straw_map: 'Straw fields map',
   structural: 'Structural',
   tensile_strength: 'Tensile Strength',
   tensile_strength_hint: 'σc, Mpa',
diff --git a/frontend/src/models.ts b/frontend/src/models.ts
index 5ae9542..f0ad545 100644
--- a/frontend/src/models.ts
+++ b/frontend/src/models.ts
@@ -38,6 +38,8 @@ export interface Entity {
   article_bottom?: string;
   side_note?: string;
   external_links?: string;
+  address?: string;
+  addresses?: string[];
 
   created_at?: string;
   updated_at?: string;
diff --git a/frontend/src/stores/search.ts b/frontend/src/stores/search.ts
index d0c7554..547d49d 100644
--- a/frontend/src/stores/search.ts
+++ b/frontend/src/stores/search.ts
@@ -8,35 +8,15 @@ export const useSearchService = defineStore('search', () => {
   const selectedView = ref('map');
   const selectedTerms = ref<string[]>([]);
   const filterText = ref('');
+  const bbox = ref<number[][]>([]);
   const searching = ref(false);
   const results = ref<SearchResult>();
   const geoResults = ref<SearchResult>();
   const videoResults = ref<VideoResult>();
   const skip = ref(0);
   const limit = ref(100);
-
-  const features = computed<FeatureCollection>(() => {
-    const collection: Array<Feature<Geometry, GeoJsonProperties>> = [];
-    if (geoResults.value && geoResults.value.data?.length) {
-      geoResults.value.data.forEach((doc: Document) => {
-        const properties = { ...doc };
-        delete properties.location;
-        const feature = {
-          type: 'Feature',
-          properties,
-          geometry: {
-            type: 'Point',
-            coordinates: [doc.location?.lon, doc.location?.lat],
-          },
-        } as Feature;
-        collection.push(feature);
-      });
-    }
-    return {
-      type: 'FeatureCollection',
-      features: collection,
-    };
-  });
+  // all features (when no bounding box filter)
+  const features = ref<FeatureCollection>();
 
   const hasFilters = computed(() => {
     return selectedTerms.value.length > 0 || filterText.value?.length > 0;
@@ -83,6 +63,7 @@ export const useSearchService = defineStore('search', () => {
     results.value = undefined;
     geoResults.value = undefined;
     limit.value = withLimit;
+    const bboxCriteria = bbox.value && bbox.value.length == 2 ? [...bbox.value[0], ...bbox.value[1]] : undefined;
     return Promise.all([
       api
         .get('/search/_entities', {
@@ -107,6 +88,7 @@ export const useSearchService = defineStore('search', () => {
             skip: skip.value,
             limit: limit.value,
             exists: ['location'],
+            bbox: bboxCriteria,
           },
           paramsSerializer: {
             indexes: null, // no brackets at all
@@ -114,12 +96,38 @@ export const useSearchService = defineStore('search', () => {
         })
         .then((response) => {
           geoResults.value = response.data;
+          if (bboxCriteria === undefined) {
+            features.value = asFeatureCollection();
+          }
         }),
     ]).finally(() => {
       searching.value = false;
     });
   }
 
+  function asFeatureCollection() {
+    const collection: Array<Feature<Geometry, GeoJsonProperties>> = [];
+    if (geoResults.value && geoResults.value.data?.length) {
+      geoResults.value.data.forEach((doc: Document) => {
+        const properties = { ...doc };
+        delete properties.location;
+        const feature = {
+          type: 'Feature',
+          properties,
+          geometry: {
+            type: 'Point',
+            coordinates: [doc.location?.lon, doc.location?.lat],
+          },
+        } as Feature;
+        collection.push(feature);
+      });
+    }
+    return {
+      type: 'FeatureCollection',
+      features: collection,
+    } as FeatureCollection;
+  }
+
   async function search_videos(withLimit: number = limit.value) {
     searching.value = true;
     videoResults.value = undefined;
@@ -180,6 +188,7 @@ export const useSearchService = defineStore('search', () => {
     selectedView,
     selectedTerms,
     filterText,
+    bbox,
     searching,
     results,
     geoResults,
diff --git a/frontend/src/utils/maps.ts b/frontend/src/utils/maps.ts
index 0cccf47..44de4b3 100644
--- a/frontend/src/utils/maps.ts
+++ b/frontend/src/utils/maps.ts
@@ -1,6 +1,7 @@
 import { StyleSpecification } from 'maplibre-gl';
 import { ThemeDefinition } from 'maplibregl-theme-switcher';
-import { t } from '../boot/i18n';
+import { t } from 'src/boot/i18n';
+import { baseUrl, cdnUrl } from 'src/boot/api';
 
 export const style: StyleSpecification = {
   version: 8,
@@ -12,9 +13,15 @@ export const style: StyleSpecification = {
       minzoom: 0,
       maxzoom: 20,
     },
+    straw: {
+      type: 'raster',
+      tiles: [
+        `${baseUrl}/cog/tiles/WorldMercatorWGS84Quad/{z}/{x}/{y}.webp?rescale=-210,2910&colormap_name=oranges&url=${cdnUrl}/arema/maps/2025-02-12T17:08/raster/HeatmapR1000mPixHB10000_4326_cog.tif`,
+      ],
+      tileSize: 256,
+    },
   },
-  glyphs:
-    'https://orangemug.github.io/font-glyphs/glyphs/{fontstack}/{range}.pbf',
+  glyphs: 'https://orangemug.github.io/font-glyphs/glyphs/{fontstack}/{range}.pbf',
   layers: [
     {
       id: 'light',
@@ -25,6 +32,17 @@ export const style: StyleSpecification = {
         'raster-brightness-min': 0.2,
       },
     },
+    {
+      id: 'straw',
+      type: 'raster',
+      source: 'straw',
+      paint: {
+        'raster-opacity': 0.5,
+      },
+      layout: {
+        visibility: 'none',
+      },
+    },
   ],
 };